Selasa, 11 April 2017

Touchscreen Technologies with a wide range of applications both in the car and robo and equipment of the other dynamic glasses AMNIMARJESLOW AL DO FOUR DO AL ONE LJBUSAF thankyume orbit



                            Driver drowsiness warning: Time to take a coffee break! (Source: HAVEit) 


before discussing the touch screen let us look at the basic concept that is an electronic component called a capacitor which in its formation serves as an electric field . 

Capacitors and Capacitance

Okay, these are the two nouns with two different meanings. when we remember the Static Electricity, there explained that

     Capacitance: parameter ability of an object store energy in the form of an electric field.
     Capacitors: objects specially designed to store energy in the form of an electric field

You also must already know the representation of objects in an electric circuit capacitance it like this :  


 
                                                       kapasitansi 

The symbol represents the simplest form of capacitors: two parallel conductor plates separated by a dielectric material. What is a dielectric material? In short, the dielectric material is an insulator. Each dielectric material has a dielectric constant that determines how much energy can be stored in the form of an electric field.

Actually, the capacitors must not parallel plate shaped like a snack. We just try googling "capacitor", would find any lot tubular like this:  


  
                                                     

So, it was not to be shaped capacitor plate. Any object which consists of the configuration of conductor-dielectric-conductor will have a capacitance value (can store energy in the form of an electric field) so that the electrical circuit can be represented by the symbol of a capacitor as shown above. Including two tubes of different conductors of his fingers, but placed on the same axis. Continue, where we could just find a capacitor

                            Counter-steering torque provided to support keeping the lane. (Source: TRW)



The main example is the touchscreen  


touchscreen



                         Levels of intelligent vehicle control (Source: Prof. Palkovics) 


touch-screen-principles we ever thought of how to do lo smartphone or tablet can detect a touch of a finger? There are many methods touchscreen, one of which is a capacitive touchscreen. In this method, the screen acts as a dielectric. Underneath is a layer of conductors. Because the conductivity of the finger and the air is different, when lo touch, lo smartphone will detect the change in capacitance in touch lo area. The next information will be processed by the processor.
This is generally referred to capacitive sensing. Another example is the two conductors dipping into the water, lo will get a dielectric capacitor with a mixture of air and water with a specific composition corresponding water levels right. Well, from here lo can measure the depth / height of the water by looking at the change in capacitance due to changes in water level. This sensor is called a water level sensor.
For example, we want to make the water filling the fields automatically. Say a paddy height of the water should be 30 cm. Due to evaporation during the day, paddy water level will be reduced. This will cause a change in the sensor capacitance value. If already passed a certain extent, there will be an automatic water filling system that will fill the water to the fields and stop charging if the capacitance sensor is already in accordance with the initial value of the fields when the water level of 30 cm.  



                                  touch-screen-principles 

      2014-11-23-1b40aa70d1339bed6fcf4c1e5d847f8f.jpg 

                                  2014-11-23-TouchScreenCapacitive2.jpg 

          2014-11-23-ec4feefc9ddc5335a438764171628c14.jpg 


                                                                         X  .  I 
    

                    How Does A Touchscreen Work? 

                          Hasil gambar untuk foto googleglass

 

                      

I’ve Always Wanted To Know:
How does a touchscreen work?


Answer:


Touchscreens let us interact with computers, tablets, phones, remote controls and a host of other things with great ease but how do they work?
There are two types of touchscreens used in many devices and they work very differently.

Resistive:

(Image courtesy of PlanarTouch


Resistive touch screens were commonly used before Apple introduced the iPhone in all touchscreen devices work by having two layers of conductive material separated by air gaps. When you apply pressure to an area of the screen a circuit completes and the device is given a coordinate where the circuit was completed. Think of it like putting a dot on a piece of graph paper. The screen reports that the dot is at the 7th box up 3 boxes in from the left. You can usually identify these screens by the flexible plastic like outer layer.
Positives of Resistive Touchscreens:
  • Cheap to produce.
  • Can be used with gloves, stylus or pointing devices.
Negatives to Resistive Touchscreens:
  • Can only detect one point  of contact (one finger) at a time on most touchscreens.
  • Not as resilient/durable as other touchscreens as layers must be made of flexible material.
  • “Feel” of touch screen not as smooth/responsive as other technologies.
Capacitive:

(Image courtesy of PlanarTouch


Capacitive touchscreens first introduced to the market with the Apple iPhone work by applying a very light current to all 4 corners of the screen. When a finger or other specially designed stylus touch the screen there is a circuit created and a voltage drop develops and sensors register the location of the voltage drop. You can usually identify these screens by a hard glass outer layer.
Positives of Capacitive Touchscreens:
  • Very responsive to touch with natural movements.
  • Able to detect multiple points of contact (fingers) to enable pinch zooming, swiping and other hand motions.
  • Hard outer glass layer makes for very high quality displays with vibrant colors and high contrast ratios.
Negatives of Capacitive Touchscreens:
  • Touch input does not work if your wearing gloves (special touch enabled gloves are availible)
  • Screens often very reflective reducing outdoor useability.
  • Much more expensive to produce.
So which touchscreen technology do you want? That depends on the application. If I was choosing a touchscreen technology for my next tablet or computer I would want a capacitive display. If I wanted a touchscreen for a control panel on an industrial lift I might choose resistive so it could be operated with work gloves on. 


                                                                      X  .  II  
                The new technologies of touchscreen available for ROBO Dynamic   



4 Wire Restistive Touch screen technology
  


    The 4 Wire Resitive touchscreen consists of a glass layer with a conductive coating on top and a polyester top sheet with a conductive coating on the bottom. The conductive surfaces are held apart by "spacer dots", usually glass beads that are silk-screened onto the coated glass.
     When a person presses on the top sheet, its conductive side comes in contact with the conductive side of the glass, effectively closing a circuit (this is called pressure sensing). The voltage at the point of contact is read from a wire connected to the top sheet.It can be touched by finger, gloved finger, leather or stylus pen.It is inherently of many advantages such as high accuracy, quick response, drift-free, stable and long durability for a life time of 1,000,000 times finger touches.
5 Wire Restistive Touch screen technology  


  


    The 5 wrie resistive touch screen is a two-layer structure, two materials (film or glass) with ITO are attached with a gap between them so that the ITO layers are facing each other. Touch input will be made as the top layer is pressed down and the two ITO layers contact. There are insulators called spacing dots between the top and bottom ITO layers. These spacing dots prevent unintended contacts (inputs) of the ITO layers when not pressed.
     When the top ITO film is pressed and makes contact with the bottom glass, the contacted area will be detected via electrical conduction. The notable characteristic of 5wire resistive is that only the bottom glass has detecting function. Even if the top ITO film is damaged, the detecting function will not be affected (except for the damaged area). 


Capacitive touch screen technology
    Capacitive touch screen is a four-storey glass screen surface and laminated within the glass screen is coated with a layer of ITO, the outermost layer is a thin layer of silica glass, laminated ITO coating as a face, four electrode leads in the four corners, inner ITO good shielding to ensure a good working environment.
      When finger touch the metal layer that is, because the body farm, users and touch-screen surface with a coupling capacitor, high frequency current, capacitance is a direct conductor, so fingers sucked away a very small amount of current from the contact point. The respectively current outflow from the touch electrode on the four corners of the screen, and flows through the four electrode current is proportional to the distance from the fingers to the four corners, controller through the accurate calculation of the four current percentage, came to the location of the touch point.
Infrared touch screen technology 


 


    Infrared touch screen is to use a dense matrix of infra-red x, y directions to detect and locate the user's touch. Infrared touch screen installed in front of the monitor box outside a circuit board, circuit board arranged on four sides of the screen infrared led and an infrared receiver and corresponding anyway cross the infrared matrix.
   When users touch the screen, fingers will be blocked anyway after the location for both infrared and therefore can judge the position of the touch points on the screen .it can detect essentially any input including a finger, gloved finger, stylus or pen.
 
SAWG touch screen technology
    Surface Acoustic Wave Guide  (SAW) touch screen uses ultrasonic waves that pass over the touchscreen panel. When the panel is touched, a portion of the wave is absorbed. This change in the ultrasonic waves registers the position of the touch event and sends this information to the controller for processing. Surface wave touchscreen panels can be damaged by outside elements. Contaminants on the surface can also interfere with the functionality of the touchscreen. Surface Acoustic Wave (SAWG) touch screen is based on sending acoustic waves across a clear glass panel with a series of transducers and reflectors.
    When a finger touches the screen, the waves are absorbed, causing a touch event to be detected at that point. SAW touch screen technology is recommended for public information kiosks and other high traffic indoor environments. 

Interactive touch foil technology 


  


    Interactive touch foil is transparent touch-sensitive film, affixed to the membrane in the back of the glass or transparent acrylic plate, glass or acrylic panels can instantly transform size touch screen.Only a few microns thick our thin film display screens can turn any surface into a high definition multi media display surface. Rear projected images, video and dynamic media content can be displayed in any format, anywhere.
   GreenTouch's touch foil can be pasted on a glass window or inside of a glass door and a simple back-projection or front-projection projector can turn the glass window or glass door into a large touch screen. This film enables projection of product information directly on the glass to attract interactivity with the potential customers. It is a perfect promotional display that not only provides interactive promotion and customer experience around the clock but also records the interactive data from potential customers..



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                                                                        X  .  III  

       TOUCH SCREEN TECHNOLOGIES 

                              Splitview technology of an S-Class vehicle (Source: Mercedez-Benz) 

Resistive Touch Screen Technology  


Resistive touch screens have a flexible top layer and a rigid bottom layer separated by insulating dots, with the inside surface of each layer coated with a transparent conductive coating.
Voltage applied to the layers produces a gradient across each layer. Pressing the flexible top sheet creates electrical contact between the resistive layers, essentially closing a switch in the circuit.
Advantages:
  • Value solution
  • Activated by any stylus
  • High touch point resolution
  • Low power requirements
Disadvantages:
  • Reduced optical clarity
  • Polyester surface can be damaged
Capacitive Touch Screen Technology 


Capacitive touch screens are curved or flat glass substrates coated with a transparent metal oxide. A voltage is applied to the corners of the overlay creating a minute uniform electric field. A bare finger draws current from each corner of the electric field, creating a voltage drop that is measured to determine touch location.
Advantages:
  • Extremely durable
  • Very accurate
  • Good optical clarity
  • Good resolution
Disadvantages:
  • Requires bare finger or capacitive stylus
  • Severe scratch can affect operation within the damaged area 
Dispersive (DST) Touch Screen Technology  


The DST Touch System determines the touch position by pinpointing the source of "bending waves" created by finger or stylus contact within the glass substrate. This process of interpreting bending waves within the glass substrate helps eliminate traditional performance issues related to on-screen contaminants and surface damage, and provides fast, accurate touch attributes.
Advantages:
  • Fast, accurate repeatable touch
  • Touch operates with static objects or other touches on the screen
  • Touch unaffected by surface contaminants, such as dirt, dust and grime
  • Excellent light transmission provides vibrant optical characteristics with anti-glare properties
  • Operation unaffected by surface damage
  • Input flexibility from finger or stylus, such as pencil, credit card, fingernail, or almost any pointing stylus
  • Available for display sizes 32" to 46"
Disadvantages:
  • More expensive to integrate than Optical
  • Only available for displays 32" and larger  
Acoustic Wave Touch Screen Technology (SAW) 


Acoustic wave touch screens use transducers mounted at the edge of a glass overlay to emit ultrasonic sound waves along two sides. These waves are reflected across the surface of the glass and received by sensors. A finger or other soft tipped stylus absorbs some of the acoustic energy and the controller measures the amplitude change of the wave to determine touch location.

Advantages:
  • Good optical clarity
  • Z-axis capability
  • Durable glass front
Disadvantages:
  • Requires finger or sound absorbing stylus
  • Difficult to industrialize
  • Signal affected by surface liquids or other contaminants 
Infrared Touch Screen Technology  


Infrared touch screens are based on light-beam interruption technology. Instead of an overlay on the surface, a frame surrounds the display. The frame has light sources, or light emitting diodes (LEDs) on one side and light detectors on the opposite side, creating an optical grid across the screen.
When an object touches the screen, the invisible light beam is interrupted, causing a drop in the signal received by the photo sensors.
Advantages:
  • 100% light transmission (not an overlay)
  • Accurate
Disadvantages:
  • Costly
  • Low reliability (MTBF for diodes)
  • Parallax problems
  • Accidental activation
  • Low touch resolution
  • No protection for display surface   
Optical Touch Screen Technology 


Optical touch screen technology uses two line scanning cameras located at the corners of the screen. The cameras track the movement of any object close to the surface by detecting the interruption of an infra-red light source. The light is emitted in a plane across the surface of the screen and can be either active (infra-red LED) or passive (special reflective surfaces).
Advantages:
  • 100% light transmission (not an overlay)
  • Accurate
  • Can be retro-fitted to any existing large format LCD or Plasma display
  • Can be used with finger, gloved hand or stylus
  • Requires only one calibration
  • Plug and play - no software drivers
Disadvantages:
  • Can be affected by direct sunlight
  • Frame increases overall depth of monitor
  • Cannot be fitted to plasma and LCD displays with integrated speakers  
However, there are now several different types of multi-touch, depending on the touch technology employed. Below is an explanation of the different types of touch available which also acts as a guide for the terms we use for describing the touch screens we supply.  

Single Touch  


Single Touch occurs when a finger or stylus creates a touch event on the surface of a touch sensor or within a touch field so it is detected by the touch controller and the application can determine the X,Y coordinates of the touch event.
These technologies have been integrated into millions of devices and typically do not have the ability to detect or resolve more than a single touch point at a time as part of their standard configuration.
Single Touch with Pen Input 

Inactive pens enable the same input characteristics as a finger, but with greater pointing accuracy, while sophisticated, active pens can provide more control and uses for the touch system with drawing and palm rejection capabilities, and mouse event capabilities.

Single Touch with Gesture  

Since single touch systems can´t resolve the exact location of the second touch event, they rely on algorithms to interpret or anticipate the intended gesture event input. Common industry terms for this functionality are two-finger gestures, dual touch, dual control, and gesture touch.

Two Touch (2-point) 

The best demonstration of Two Touch capability is to draw two parallel lines on the screen at the same time. Two Touch systems can also support gesturing.

Multi-touch 

Multi-touch is considered by many to become a widely-used interface mainly because of the speed, efficiency and intuitiveness of the technology.

Touch Screen Technologies

    Resistive Touch ScreenCapacitive Touch ScreenDispersive Touch Screens 

  Acoustic Touch ScreensInfrared Touch ScreensOptical Touch Screens 

                           Multi-touch  

       Integrated radio and HVAC control panel with integrated knobs (Source: TRW)  


                                   X  .  IIII  

                                                           Touchscreen  in cars  

 

Infotainment displays often have touchscreen features enabling the driver to select functions via touching the display. Touchscreen technology is the direct manipulation type gesture based technology. A touchscreen is an electronic visual display capable of detecting and locating a touch over its display area. It is sensitive to the touch of a human finger, hand, pointed finger nail and passive objects like stylus. Users can simply move things on the screen, scroll them, zoom them and many more.
There are four main touchscreen technologies:
  • Resistive
  • Capacitive
  • Surface Acoustic Wave
  • Infrared
The most wide-spread ones are the resistive and the capacitive touchscreens, thus these types will be detailed in the following paragraphs.
Resistive LCD touchscreen monitors rely on a touch overlay, which is composed of a flexible top layer and a rigid bottom layer separated by insulating dots, attached to a touchscreen controller. The inside surface of each of the two layers is coated with a transparent metal oxide coating (ITO) that facilitates a gradient across each layer when voltage is applied. Pressing the flexible top sheet creates electrical contact between the resistive layers, producing a switch closing in the circuit. The control electronics alternate voltage between the layers and pass the resulting X and Y touch coordinates to the touchscreen controller. The touchscreen controller data is then passed on to the computer operating system for processing.


Resistive touchscreen (Source: http://www.tci.de)
                                                           Resistive touchscreen

Because of its versatility and cost-effectiveness, resistive touchscreen technology is the touch technology of choice for many markets and applications. Resistive touchscreens are used in food service, retail point-of-sale (POS), medical monitoring devices, industrial process control and instrumentation, portable and handheld products. Resistive touchscreen technology possesses many advantages over other alternative touchscreen technologies (acoustic wave, capacitive, infrared). Highly durable, resistive touchscreens are less susceptible to contaminants that easily infect acoustic wave touchscreens. In addition, resistive touchscreens are less sensitive to the effects of severe scratches that would incapacitate capacitive touchscreens. Drawback can be the too soft feeling when pressing it, since there is a mechanical deformation required to connect the two resistive layers to each-other.
One can use anything on a resistive touchscreen to make the touch interface work; a gloved finger, a fingernail, a stylus device – anything that creates enough pressure on the point of impact will activate the mechanism and the touch will be registered. For this reason, resistive touchscreen require slight pressure in order to register the touch, and are not always as quick to respond as capacitive touchscreens. In addition, the resistive touchscreen’s multiple layers cause the display to be less sharp, with lower contrast than we might see on capacitive screens. While most resistive screens don’t allow for multi-touch gestures such as pinch to zoom, they can register a touch by one finger when another finger is already touching a different location on the screen.
The capacitive touchscreen technology is the most popular and durable touchscreen technology used all over the world. It consists of a glass panel coated with a capacitive (conductive) material Indium Tin Oxide (ITO). The capacitive systems transmit almost 90% of light from the monitor. In case of surface-capacitive screens, only one side of the insulator is coated with a conducting layer. While the screen is operational, a uniform electrostatic field is formed over the conductive layer. Whenever, a human finger touches the screen, conduction of electric charges occurs over the uncoated layer which results in the formation of a dynamic capacitor. The controller then detects the position of touch by measuring the change in capacitance at the four corners of the screen. In the projected-capacitive touchscreen technology, the conductive ITO layer is etched to form a grid of multiple horizontal and vertical electrodes. It involves sensing along both the X and Y axis using clearly etched ITO pattern. The projective screen contains a sensor at every intersection of the row and column, thereby increasing the accuracy of the system.
Projected capacitive touchscreen (Source: http://www.embedded.de)
                                                      Projected capacitive touchscreen 

Since capacitive screens are made of one main layer, which is constantly getting thinner as technology advances, these screens are not only more sensitive and accurate, the display itself can be much sharper. Capacitive touchscreens can also make use of multi-touch gestures, but only by using several fingers at the same time. If one finger is touching one part of the screen, it won’t be able to sense another touch accurately.

Acoustic interfaces

The acoustic interfaces have long been common output interfaces in vehicles. They do not require that the driver take off his eyes from the road, thus it is safer than a visual output.
In the following subsections the several acoustic technologies are outlined in order of the development.

 Beepers

The simple beeper was the first acoustic interfaces in automobiles, but it is still used even today. The beeper is well-suitable for warning functions. Some typical examples are given as follows:
  • Safety warnings
  • Door is open
  • Seat belt is not used
  • ADAS warnings
  • Comfort feedbacks
  • Lights left on
  • Parking assist
  • Speed limit

 Voice feedback

A voice feedback capable device can provide information by human speech using speech synthesizer (text-to-speech - TTS) techniques. Speech can be created by concatenating recorded speech sections from very small units (such as phones or diphones) or entire words (sentences).
Today’s TTS systems are capable to vocalize complex texts with proper clarity. The typical fields of usage are the following:
  • Navigation systems
  • Telecommunication systems
  • Warning messages

 Voice control

The voice control, unlike the previous technologies, is voice recognition-based input technique. First devices with voice control functions initially had to record each command spoken by the end-user, so voice recognition was just a comparison to the previously recorded sound data. Later voice recognition became general by providing user independent sound recognitions to a limited languages (e.g. english, german). Today the major force behind the development is the telecommunication sector, especially the smartphone, the developers of the mainstream operating systems (Android, iOS and Windows Phone).Voice control could be a useful input which could increase traffic safety by allowing the driver to issue a command without being distracted. One of the most significant players of the automotive voice control solutions is Nuance Inc. with the product called Dragon Drive . It is already used in several infotainment systems, such as Ford's Sync and GM's IntelliLink, furthermore it can be found in several BMW and Mercedes-Benz vehicles. Dragon Drive is optimized for the in-car experience with an easy-to-use natural language interface and uninterrupted delivery of all on-board and cloud content. Dragon Drive offers drivers seamless access to the content and services they want, where they want it, whether on the head unit, smartphone or on the web. (Source: [56])
Naturally Apple and Google are trying to offer their own solutions integrated into the automotive infotainment solutions, i.e. Apple CarPlay. Google has not presented a market-ready solution yet, but in January 2014 they have announced the Open Automotive Alliance, including General Motors, Honda Motor, Audi, Hyundai, and chipmaker Nvidia, that want to customize Google’s mobile operating system for vehicles.

 Visual interfaces

 Analogue gauge

The oldest and most conventional instrument device is the analogue gauge. Originally the needle of the gauge was linked with a Bowden cable to the measured unit (e.g. gearbox), later it was substituted with an electronic connection and the needle which is a proven solution today. In this case the needle is driven by magnetic field or a small electronic stepper motor.
Old instrument cluster: electronic gauges, LCD, control lamps (Source: BMW)
 Old instrument cluster: electronic gauges, LCD, control lamps (Source: BMW)

In the newest LCD-based instrument clusters the analogue gauge type displaying will continue to be available as detailed in the following subsection.

 LCD display

Liquid crystals were first discovered in the late 19th century by the Austrian botanist, Friedrich Reinitzer, and the term liquid crystal itself was coined shortly afterwards by German physicist, Otto Lehmann. The major (from automotive perspective) LCD technologies are shortly detailed in the followings based on .
Liquid crystals are almost transparent substances, exhibiting the properties of both solid and liquid matter. Light passing through liquid crystals follows the alignment of the molecules that make them up – a property of solid matter. In the 1960s it was discovered that charging liquid crystals with electricity changed their molecular alignment, and consequently the way light passed through them; a property of liquids.
LCD is described as a transmissive technology because the display works by letting varying amounts of a fixed-intensity white backlight through an active filter. The red, green and blue elements of a pixel are achieved through simple filtering of the white light.
Most liquid crystals are organic compounds consisting of long rod-like molecules which, in their natural state, arrange themselves with their long axes roughly parallel. It is possible to precisely control the alignment of these molecules by flowing the liquid crystal along a finely grooved surface. The alignment of the molecules follows the grooves, so if the grooves are exactly parallel, then the alignment of the molecules also becomes exactly parallel.
In their natural state, LCD molecules are arranged in a loosely ordered fashion with their long axes parallel. However, when they come into contact with a grooved surface in a fixed direction, they line up in parallel along the grooves.
The first principle of an LCD consists of sandwiching liquid crystals between two finely grooved surfaces, where the grooves on one surface are perpendicular (at 90 degrees) to the grooves on the other. If the molecules at one surface are aligned north to south, and the molecules on the other are aligned east to west, then those in-between are forced into a twisted state of 90 degrees. Light follows the alignment of the molecules, and therefore is also twisted through 90 degrees as it passes through the liquid crystals. However, when a voltage is applied to the liquid crystal, the molecules rearrange themselves vertically, allowing light to pass through untwisted.
The second principle of an LCD relies on the properties of polarising filters and light itself. Natural light waves are orientated at random angles. A polarising filter is simply a set of incredibly fine parallel lines. These lines act like a net, blocking all light waves apart from those (coincidentally) orientated parallel to the lines. A second polarising filter with lines arranged perpendicular (at 90 degrees) to the first would therefore totally block this already polarised light. Light would only pass through the second polariser if its lines were exactly parallel with the first, or if the light itself had been twisted to match the second polariser.

Liquid crystal display operating principles (Source: http://www.pctechguide.com)
                                                 Liquid crystal display operating principles

A typical twisted nematic (TN) liquid crystal display consists of two polarising filters with their lines arranged perpendicular (at 90 degrees) to each other, which, as described above, would block all light trying to pass through. But in-between these polarisers are the twisted liquid crystals. Therefore light is polarised by the first filter, twisted through 90 degrees by the liquid crystals, finally allowing it to completely pass through the second polarising filter. However, when an electrical voltage is applied across the liquid crystal, the molecules realign vertically, allowing the light to pass through untwisted but to be blocked by the second polariser. Consequently, no voltage equals light passing through, while applied voltage equals no light emerging at the other end.
Basically two LCD control technique exist: passive matrix and active matrix. The earliest laptops (until the mid-1990s) were equipped with monochrome passive-matrix LCDs, later the colour active-matrix became standard on all laptops. Passive-matrix LCDs are still used today for less demanding applications. In particular this technology is used on portable devices where less information content needs to be displayed, lowest power consumption (no backlight) and low cost are desired, and/or readability in direct sunlight is needed.
The most common type of active matrix LCDs (AMLCDs) is the Thin Film Transistor LCD (TFT LCD), which contains, besides the polarizing sheets and cells of liquid crystal, a matrix of thin-film transistors. In a TFT screen a matrix of transistors is connected to the LCD panel – one transistor for each colour (RGB) of each pixel. These transistors drive the pixels, eliminating at a stroke the problems of ghosting and slow response speed that afflict non-TFT LCDs.
The liquid crystal elements of each pixel are arranged so that in their normal state (with no voltage applied) the light coming through the passive filter is polarised so as to pass through the screen. When a voltage is applied across the liquid crystal elements they twist by up to ninety degrees in proportion to the voltage, changing their polarisation and thereby blocking the light’s path. The transistors control the degree of twist and hence the intensity of the red, green and blue elements of each pixel forming the image on the display.
TFT screens can be made much thinner than LCDs, making them lighter, and refresh rates reached the fast 5 ms value.
There are several TFT panel types exist considering the backlight and panel technology.
The LCDs does not produce light itself, thus a proper light source is needed to built-in to produce a visible image. (However low-cost monochrome LCDs are available without backlight.) Until about 2010 the backlight of large LCD panels was based on Cold Cathode Fluorescent Lamps (CCFLs). It has several disadvantages such as higher voltage and power needed, thicker panel design, no high-speed switching, faster aging. The new LED-based backlight technologies eliminated these harmful properties and took over the CCFL.
The panel technologies can be divided into three main groups:
  • Twisted Nematic (TN)
  • In Plane Switching (IPS)
  • VA (Vertical Alignment)
Without going into the technical details of these technologies the main comparable features are given as follows.
The TN panel provides the shortest response time (>1ms), and it is very cost effective technology. On the other hand these panels use only 18 bit colour depth which can be increased virtually, but the colour reproduction is not perfect anyway. Another disadvantage is the poor viewing angle.
The IPS panels’ core strength are the exact colour reproduction and the wide viewing angle. The response time is higher than the TN, but it managed to the proper level (>5ms) by now. Despite the higher costs, all in all the IPS panels is the best TFT LCD panels now.
Considering the properties the VA panels can be located between TN and IPS ones. Considering the contrast ratio it is the best technology, but with higher response time (>8ms) and a medium colour reproduction.

 OLED display

Today’s cutting-edge display technology is the OLED (organic light emitting diode). It is a flat light emitting technology, made by placing a series of organic (carbon based) thin films between two conductors. When electrical current is applied, a bright light is emitted. OLEDs can be used to make displays and lighting. Because OLEDs emit light, they do not require a backlight and so are thinner and more efficient than LCD displays. OLEDs are not just thin and efficient - they can also be made flexible (even rollable) and transparent.
The basic structure of an OLED is a cathode (which injects electrons), an emissive layer and an anode (which removes electrons). Modern OLED devices use many more layers in order to make them more efficient, but the basic functionality remains the same.

A flexible OLED display prototype (Source: http://www.oled-info.com)
                                                   A flexible OLED display prototype

OLED displays have the following advantages over LCD displays:
  • Lower power consumption
  • Faster refresh rate and better contrast
  • Greater brightness and fuller viewing angle
  • Exciting displays (such as ultra-thin, flexible or transparent displays)
  • Better durability (OLEDs are very durable and can operate in a broader temperature range)
  • Lighter weight (the screen can be made very thin)
But OLEDs also have some disadvantages. First of all, today it costs more to produce an OLED than it does to produce an LCD. Although this should hopefully change in the future, as OLEDs has a potential to be even cheaper than LCDs because of their simple design.
OLEDs have limited lifetime (like any display, really), that was quite a problem a few years ago. But there has been constant progress, and today this is almost a non-issue. Today OLEDs last long enough to be used in mobile devices and TVs, but the lifetime of a vehicle is significantly longer. OLEDs can also be problematic in direct sunlight, because of their emissive nature, which also could be a problem in a car. But companies are working to make it better, and newer mobile device displays are quite good in that respect.
Today OLED displays are used mainly in small (2" to 5") displays for mobile devices such as phones, cameras and MP3 players. OLED displays carry a price premium over LCDs, but offer brighter pictures and better power efficiency. Making larger OLEDs is possible, but difficult and expensive now. In 2014 several new OLED TVs has been announced and presented, which shows that the manufacturers are trying to force this promising technology, which will make the lower costs in the future.
A software configurable instrument cluster is essentially an LCD display behind the steering wheel, which can be customized to different applications (e.g. sport, luxury sedan display or special diagnostic display). There is theme selection with several colour and shape configurations and we can also decide what gauges or windows should appear. Font size altering option could help for the visually impaired. The central console display can also be temporarily ported over to the instrument cluster showing radio channel information or the current image of the parking systems status. The advantage is that the driver does not have to look aside from the instrument panel

 shows a BMW instrument panel, which is based on a 10,2”, high-resolution (318 dpi) LED LCD display, with 6:1 aspect ratio.
The SPORT+ and COMFORT modes of the BMW 5 Series’ instrument cluster (Source: http://www.bmwblog.com)
The SPORT+ and COMFORT modes of the BMW 5 Series’ instrument cluster 

The SPORT+ and COMFORT modes of the BMW 5 Series’ instrument cluster (Source: http://www.bmwblog.com)
 The SPORT+ and COMFORT modes of the BMW 5 Series’ instrument cluster 

 Head-Up Display (HUD)

As the name of the display describes the driver can keep his head straight ahead (Head-Up) while looking at displayed information projected onto the windscreen. The driver is able to check e.g. car speed without having to take his eyes off the road. The HUD earlier was used only on cockpits of fighter aircrafts, but today more and more passenger cars took over the technology.
Head-Up Display on the M-Technik BMW M6 sports car. (Source. BMW)
                        Head-Up Display on the M-Technik BMW M6 sports car. (Source. BMW)

HUD system contains a projector and a system of mirrors that beams an easy-to-read, high-contrast image onto a translucent film on the windscreen, directly in your line of sight. The image is projected in such a way that it appears to be about two metres away, above the tip of the bonnet, making it particularly comfortable to read. BMW claims that Head-Up Display halves the time it takes for eyes to shift focus from road to the instruments and back. The system’s height can be adjusted for optimal viewing. The newest HUDs provides full colour displaying which makes the car even more comfortable for the driver. More colours mean it’s easier to differentiate between general driving information like speed limits and navigation directions and urgent warning signals. Important information like “Pedestrian in the road” is now even more clear and recognisable – and this subsequently reduces the driver’s reaction time.
New technologies like the Head-Up Display (HUD) might be promising solution to reduce the time for the driver to be informed, because the information (road sign, speed limit, hazardous situation) can directly be projected in front of the driver eyes without any distraction. There are researches to use HUD technology on the full windshield that would revolutionize e.g. night vision applications providing road path and obstacle “simulation” feeling to driver

Next generation HUD demonstration (Source: GM)
                                                Next generation HUD demonstration

 Indicator lights (Tell-tales)

Indicator lights are used in the instrument cluster to feedback of the operation of a function or indicate an error. In automotive industry the indicator lights are often called tell-tales. They could be bulbs or LEDs, which lights up a symbol or a text and the colour indicates the priority of the warning. Generally the red colour means an error that requires the car to stop immediately. In case of yellow colour the journey can be continued and it could be investigated later. But in the latter case a safety function may be out of the operation.
Indicator lights are regulated by automobile safety standards worldwide. In the United States, National Highway Traffic Safety Administration Federal Motor Vehicle Safety Standard 101 includes indicator lights in its specifications. In Europe and throughout most of the rest of the world, ECE Regulations specify it, more precisely “United Nations (UN) Vehicle Regulations - 1958 Agreement” .

The exact meaning and the usage of other (unregulated) symbols are manufacturer specific in the most cases.
Excerpt from the ECE Regulations (Source: UNECE)
 Excerpt from the ECE Regulations (Source: UNECE)

 Haptic interfaces

For the haptic channel, haptic feedback components on the steering wheel, the pedals and the driver’s seat are planned. The haptic functions that have already been mentioned in the corresponding sections, can be summarized as follows:
  • Pedal force and vibration for warning and efficiency functions
  • Force feedback steering wheel and vibration
  • Driver’s seat vibration for warning and safety functions

 Driver State Assessment

Driver behaviour monitoring is a special category in the Human-Machine Interface section, since it does not require any direct action from the driver (e.g. pushing, touching, reading, etc.). On the other hand driver state assessment provides very important safety relevant information about the driver’s mental condition, especially drowsiness and attention/distraction which is essential in case of highly automated driving.
The risk of momentarily falling asleep during long-distance driving in the night is quite high. During driver underload situations drivers may easily loose attention, combined with monotony the risk of falling asleep even becomes higher.
Studies show that, after just four hours of non-stop driving, drivers' reaction times can be up to 50 % slower. So the risk of an accident doubles during this time. And the risk increases more than eight-fold after just six hours of non-stop driving! This is the reason why driving time recording devices (tachograph) are mandatory all across Europe for commercial vehicles.
The driver status is calculated by special algorithms based on direct and indirect monitoring of the driver. The assessment of the driver can be grouped into the following categories:
  • Drowsiness level
  • Direct monitoring
  • Eye movement
  • Eye blinking time and frequency
  • Indirect monitoring
  • Driver activity
  • Lane keeping
  • Pedal positions
  • Steering wheel intensity
  • Attention/distraction level
  • Driver look focuses on the street or not
  • Use of control buttons
Direct driver status monitoring is usually based on a camera (built in the instrument panel or in the inside mirror) that records the driver face, eye movements, blinking time and frequency and determine driver status accordingly.
Indirect monitoring means the evaluation of the driver activity based on other sensor information (e.g. steering wheel movement, buttons/switches). The indirect algorithms calculate an individual behavioural pattern for the driver during the first few minutes of every trip. This pattern is then continuously compared with the current steering behaviour and the current driving situation, courtesy of the vehicle's electronic control unit. This process allows the system to detect typical indicators of drowsiness and warn the driver by emitting an audible signal and flashing up a warning message in the instrument cluster.
Driver distraction is a leading cause of motor-vehicle crashes. Developing driver warning systems that measure the driver status can help to reduce distraction-related crashes. For such a system, accurately recognizing driver distraction is critical. The challenge of detecting driver distraction is to develop the algorithms suitable to identify different types of distraction. Visual distraction and cognitive distraction are two major types of distraction, which can be described as “eye-off-road” and “mind-offroad”, respectively.

Combination of driver state assessment (Source: HAVEit)
                                     Combination of driver state assessment (Source: HAVEit)

From highly automated driving point of view it is essential to know the status of the driver, whether he is able to take back control in a dangerous situation or a minimum safety risk manoeuvre has to be carried out due to medical emergency of the driver.

               Trajectory planning layer

The potential levels of vehicle automation are determined based on the sensor fusion information of the perception layer. Depending on the availability of the different automation levels the command layer calculates possible vehicle trajectories with priorities ranks of performance and safety. It is the task of the so called auto-pilot to calculate and rank longitudinal or combined longitudinal and lateral trajectory options. At last, taking the driver intention into account the command layer decides the level of automation and selects the trajectory to be executed.
The formulation of the vehicle trajectory, the roadpath that the vehicle travels is composed of two tasks: the trajectory planning and the trajectory execution. Trajectory planning part involves the calculation of different route possibilities with respect to the surrounding environment, contains the ranking, prioritization of the different route options based on minimizing the risk of a collision, and ends up in the selection of the optimum trajectory. The trajectory execution part contains the trajectory segmentation and the generation of the motion vector containing longitudinal and lateral control commands that will be carried out by the intelligent actuators of the execution layer .
There are already vehicle automation functions available in series production (e.g. intelligent parking assistance systems) that use trajectory planning and execution. These systems are able to park the car under predefined circumstances without any driver intervention, but there are significant limitations compared to the highly automated driving. The most important difference is that parking assistance systems operate in a static or quasi-static environment around zero velocity, while for example temporary auto-pilot drives the vehicle highly automated around 130 km/h in a continuously and rapidly changing environment.
The output of this layer is a trajectory represented in the motion vector that specifies the vehicle status (position, heading and speed) for the subsequent moments.

Longitudinal motion

Longitudinal motion control has developed considerably since the beginnings. Started with standard mechanical, later electronic cruise control, passing through the radar extended adaptive cruise control, later including Stop&Go function and arriving at the V2V based cooperative adaptive cruise control system.
Early Cruise Control (CC) functions were only able to maintain a certain engine revolution at the beginning; later systems were capable of holding a predefined speed constantly. This involved longitudinal speed control by using the engine as the only actuator. The extension of the cruise control system with a long range RADAR  led to the invention of the Adaptive Cruise Control (ACC) system. ACC systems (besides longitudinal speed control) could also keep a speed dependant safe distance behind the ego vehicle. Changing between speed and distance control was automatic based on the traffic situation in front of the vehicle. ACC began to use the brake system as a second actuator. With Stop & Go function, the applicability of ACC was expanded for high-congestion, stop-and-go traffic. ACC with Stop & Go can control longitudinal speed downto zero and back to set speed permitting efficient use in traffic jams. Today’s most advanced ACC systems also take into consideration topographic information from the eHorizon like the curves and slopes ahead to calculate an optimum speed profile for the next few kilometres,  for details.
In contrast to standard adaptive cruise control (ACC) that uses vehicle mounted radar sensors to detect the distance and the speed of the ego vehicle, Cooperative ACC uses V2V communication for transmitting acceleration data to reduce the time delay of onboard ranging sensors. This enables the following vehicles to adjust their speeds according to the ego vehicle resulting in better distance keeping performance.  shows two comparison diagrams for ACC and cooperative ACC, indicating that V2V information exchange instead of external sensor measurement can significantly reduce of the control loop. 




Speed and distance profile comparison of standard ACC versus Cooperative ACC systems (Source: Toyota)
Speed and distance profile comparison of standard ACC versus Cooperative ACC systems (Source: Toyota) 
 
 Speed and distance profile comparison of standard ACC versus Cooperative ACC systems (Source: Toyota)

5.2. Lateral motion

Lateral motion control without longitudinal motion control hardly exists, the rare example may be the assisted parking, where the lateral motion control is automated while the longitudinal motion control still remains at the driver.
The objective of assisted parking systems is to improve comfort and safety of driving during parking manoeuvres. Improve comfort by being able to park the vehicle without the driver steering and improve safety by calculating precisely the parking space size and collision-free motion trajectory avoiding any human failures that may occur during a parking manoeuvre. Series production assisted parking systems appeared on the market in the beginning of the 2000s. The advances in electronic technology enabled the development of precise ultrasonic sensors  for nearby distance measurement and electronic power assisted steering  for driverless steering of the vehicle.
The task of trajectory planning starts with the determination of the proper parking space. By travelling low speed and continuously measuring the vehicle side distance, the parking gap can be calculated, thus proper parking space can be selected. As the first automated parking systems were capable of handling only parallel parking, the initial formulas for trajectory calculation were divided into the following segments:
  1. straight backward path
  2. full (right) steering backward path
  3. straight backward path
  4. full (left) steering backward path
  5. (optional straight forward path)
Depending on the availability of the intelligent actuators in the vehicle the execution of the parking trajectory may also require assisted driver intervention. 


Illustration of the parallel parking trajectory segmentation (Source: Ford)
                            Illustration of the parallel parking trajectory segmentation (Source: Ford)

As there are different scenarios exist in everyday parking situations automated parking systems also try to assist the drivers in other situations then just parallel parking. Today’s advanced parking assist systems can also cope with perpendicular or angle parking that require a slightly different approach in lateral motion control.
One topic of recent research in highly automated driving, which is especially challenging in urban environments is fully autonomous parking control. The challenge hereby arises from the narrow corridors, tight turns and unpredictable moving obstacles as well as multiple driving direction switching. The following figure shows common parking spots in urban environments that is subject of the research and development today. 



Layout of common parking scenarios for automated parking systems (Source: TU Wien)
 Layout of common parking scenarios for automated parking systems (Source: TU Wien)

Besides parking another good example of low speed combined longitudinal and lateral control is the traffic jam assist system. At speeds between zero and 40 or 60 km/h (depending on OEMs), the traffic jam assist system keeps pace with the traffic flow and helps to steer the car within certain constraints. It also accelerates and brakes autonomously. The system is based on the functionality of the adaptive cruise control with stop & go, extended by adding the lateral control of steering and lane guidance. The function is based on the built-in radar sensors, a wide-angle video camera and the ultrasonic sensors of the parking system. As drivers spend a great amount of their time in heavy traffic, such systems could reduce the risk of rear-end collisions and protect the drivers mentally by relieving them from stressful driving.



Traffic jam assistant system in action (Source: Audi)
 Traffic jam assistant system in action (Source: Audi)

Today’s lane keeping assist (LKA) systems are the initial signs of higher speed lateral control of vehicles. Based on camera and radar information these systems are capable of sensing if the vehicle is deviating from its lane, then they help the vehicle stay inside the lane by an automated steering and/or braking intervention. An advanced extension of LKA is lane centring assist (LCA) when the vehicle not only stays inside the lane but lateral control algorithm keeps the vehicle on a path near the centre of the lane. The primary objective of the lane keeping assist and lane centring assist functions are to warn and assist the driver and these systems are definitely not designed to substitute the driver for steering the vehicle, although on technical level they would be able to do so. 




The operation of today’s Lane Keeping Assist (LKA) system (Source: Volkswagen)
                    The operation of today’s Lane Keeping Assist (LKA) system (Source: Volkswagen)

Complex functions like highly automated driving with combined longitudinal and lateral control will definitely appear first on highways, since traffic is more predictable and relatively safe there (one-way traffic only, quality road with relative wide lanes, side protections, good visible lane markings, no pedestrians or cyclists, etc.). As highways are the best places to introduce hands-free driving at higher speeds, one could expect a production vehicle equipped with a temporary autopilot or in other words automated highway driving assist function as soon as the end of this decade.
Automated highway driving means the automated control of the complex driving tasks of highway driving, like driving at a safe speed selected by the driver, changing lanes or overtaking front vehicles depending on the traffic circumstances, automatically reducing speed as necessary or stopping the vehicle in the right most lane in case of an emergency. Japanese Toyota Motor have already demonstrated their advanced highway driving support system prototype in real traffic operation. The two vehicles  communicate each other, keeping their lane and following the preceding vehicle to maintain a safety distance. 




Automated Highway Driving Assist system operation (Source: Toyota)
 Automated Highway Driving Assist system operation (Source: Toyota)

Nissan had also announced that they are also developing their highly automated cars, which is targeted to hit the road by 2020. Equipped with laser scanners, around view monitor cameras, and advanced artificial intelligence and actuators, is not fully autonomous as its systems are designed to allow the driver to manually take over control at any time.  illustrates the highly automated Leaf is being tested in a number of combined longitudinal and lateral control scenarios including automated highway exit, lane change, overtaking vehicles.
Scenarios of single or combined longitudinal and lateral control (Source: Nissan)
 Scenarios of single or combined longitudinal and lateral control (Source: Nissan)

 Automation level

In highly automated vehicles it is always the driver’s decision to pass over control to the vehicle, but to be able to do so certain conditions must be met before. The trajectory planning layer processes vehicle and environment data passed on from the environment sensing (perception) layer as well as the driver's intention, the driver state assessment data and the driver automation level request which is provided by the human machine interface. The driver request for a higher automation can only be fulfilled if the prerequisites are met:
  • Availability of a higher automation level
  • Real-time environment sensing
  • Current status of vehicle dynamics
  • Driver attention
  • Driver request for higher automation
The potential automation levels provide only options for the driver requested automation levels. The command layer determines the potential automation levels and enables the system to initiate transitions between different levels based on the driver’s decision.

 Auto-pilot

There is an auto-pilot algorithm responsible for the calculation of potential trajectory and for the selection of the optimum path. The algorithm processes the current situation of the vehicle, the output of the environment sensing (front vehicle, objects, lanes, road, intersection information, etc.) and the intention of the driver (by means of automation level). Finally the auto-pilot system generates the motion vector that will be carried out by the vehicle powertrain controllers and intelligent actuators in order to execute the computed path.
From the results of the multi-sensor based fusion module, the co-pilot algorithms will identify the type of situation the vehicle is in and generate driving strategy options to handle the situation. Driving strategy in this context means a set of feasible manoeuvres and trajectories to be realized by the vehicle or the driver. Driving strategy determination is based upon the analysis of the current driving situation (based on both environment sensor information and future estimation). The assessment of the danger level of the current driving situation may lead the system to select a minimum safety risk strategy or an emergency strategy for the sake of safety. The objective of the auto-pilot is to determine the optimum driving strategy for the driving context.
The co-pilot will provide the set of trajectories with their prioritization. Furthermore, a description of the manoeuvres which the automation intends to perform is provided by these trajectories. Every trajectory is assigned to a specific manoeuvre (e.g. slow down and stop; slow down and steer right; speed up, steer left and overtake) and vice versa. The calculations are based on the input from the perception layer. Irrespective of the automation level, the auto-pilot process is divided into two main functions :
  • The definition of a driving strategy at a high level, which is described using a manoeuvre language.
  • The definition of trajectory at a lower level: this function uses the previously selected manoeuvre to define a reduced possibility field of the trajectory.
The definition of a driving strategy at a high level sub module is based on fast and simple algorithms that evaluate the possibility of several predefined manoeuvres. Some examples of these manoeuvres are “stay in the same lane and accelerate” and “change to the right lane and brake”. Each manoeuvre is ranked by a performance indicator. The aim of this high level is to quickly eliminate a part of the search space, thus reducing the calculation time of the definition of trajectory at low level. It also allows a high level communication towards the driver, in the form of a manoeuvre grid or a manoeuvre tree. There are two ways to represent these manoeuvres: the grid which is a 3x3 matrix, giving 9 cases for the 9 basic manoeuvres plus 1 case for the emergency brake manoeuvre and 1 for the minimum safety risk manoeuvre. Each case is coloured according to its performance indicator (red to orange to yellow to green). The tree representation gives the current situation, and it visualizes the possible actions with their performance indicator as the branches of this tree.
The “definition of trajectory” sub-module describes and evaluates the manoeuvres proposed by the “definition of driving strategy” sub module in greater detail, choosing the best manoeuvres first, until a predefined calculation time span (which is linked to a safe reaction time) elapses.
The manoeuvre grid with priority rankings (Source: HAVEit)
 The manoeuvre grid with priority rankings (Source: HAVEit)

The manoeuvre grid contains the potential longitudinal and lateral actions that the vehicle is capable of performing in its current position. The output of this grid is a ranking of the manoeuvres. The calculation takes into consideration 9 possible combinations that comprise of the multiplication of the 3 longitudinal and 3 lateral options. In the longitudinal direction, the vehicle can accelerate, decelerate (brake) or can keep the current velocity, while in the lateral direction, the vehicle can change lane either to the left or to the right, or can stay in the current lane. There are two additional manoeuvres that have to be considered during the potential manoeuvre calculation, the minimum safety risk manoeuvre and the emergency manoeuvre with maximum braking till standstill. This gives a total of eleven manoeuvres. Each manoeuvre gets a performance indication number between zero and one.
When there are several potential vehicle trajectories available that do not contain the risk of a collision, then the next task is a more detailed evaluation to select the optimum trajectory from them. For being able to select the optimum path, the potential trajectories are ranked and optimized through qualitative and quantitative evaluation according to key performance indicators like:
  • trajectory complexity
  • travelling time
  • driving comfort
  • fuel consumption
  • safety margins
The manoeuvre grid algorithm attributes a performance to each of the presented manoeuvres. This is done through the evaluation of a set of performance indicators that are linked with the aspects of good driving. The algorithm measures the risk of collisions with other objects if the manoeuvre would be executed. The total performance of each manoeuvre is the weighted sum of the different performance indicators. Manoeuvres that correspond to a fast and smooth drive without risk or offence against the traffic rules are promoted in the ranking of the manoeuvre grid. The overall weighted performance indicator is presented above; it is used by the manoeuvre fusion algorithm.
According to the assumed driving situation on Figure , the best manoeuvre - taking into consideration the trajectory ratings of the grid and tree performance indicators- is overtaking and acceleration in the left lane.
The decision of the optimum trajectory (Source: HAVEit)
. The decision of the optimum trajectory (Source: HAVEit)

 Motion vector generation

At the end of the trajectory planning the motion control vector is generated based on the output of the environment sensing layer, the auto-pilot and the automation mode selector. The motion control vector contains the desired longitudinal and lateral control demands (and constraints) to be executed by the vehicle. As an interface vector it is passed on to the execution layer and will be executed by the powertrain controllers and the intelligent actuators.

 Trajectory execution layer

The algorithms presented in the previous section compute the vehicle actions to be carried out in order to achieve the required automation task according to all inputs (automation level, driver automation level request, set of trajectories, relevant detected targets, vehicle positioning, trajectory & state limits, vehicle state). The outputs of this function are primarily the trajectory and the speed constraints. This trajectory has to be realized by a control system considering the fuel economy, the speed constraints and vehicle parameters.
Another task of the trajectory execution layer is the execution of the calculated control commands (motion vector) and to provide feedback about the actual status. The motion vector contains the selected trajectory that has to be followed including the desired longitudinal and lateral movement of the vehicle.
The execution of the motion vector is distributed among the intelligent actuators of the vehicle. The task distribution and the harmonization of the intelligent actuators are carried out by the integrated vehicle (powertrain) controller.

 Longitudinal control

The main task of the longitudinal control is the calculation and execution of an optimal speed profile. It is basically a speed control (cruise control) which tries to hold speed set-point given by the driver, but it could be extended by distance control (ACC) and the road inclinations in front of the vehicle. This control method and the extension to a platoon is detailed in the following subsections.

 Design of speed profile

The purpose is to design speed trajectory, with which the longitudinal energy, thus fuel requirement can be reduced. If the inclination of the road and the speed limits are assumed to be known, the speed trajectory can be designed. By choosing the speed fitting in these factors the number of unnecessary accelerations and brakes can be reduced.
The road ahead of the vehicle is divided into several sections and reference speeds are selected for them, see . The rates of the inclinations of the road and those of the speed limits are assumed to be known at the endpoints of each section. The knowledge of the road slopes is a necessary assumption for the calculation of the velocity signal. In practice the slope can be obtained in two ways: either a contour map which contains the level lines is used, or an estimation method is applied. In the former case a map used in other navigation tasks can be extended with slope information. Several methods have been proposed for slope estimation. They use cameras, laser/inertial profilometers, differential GPS or a GPS/INS systems, An estimation method based on a vehicle model and Kalman filters was proposed by .
Division of road
. Division of road

The simplified model of the longitudinal dynamics of the vehicle is shown in Figure . The longitudinal movement of the vehicle is influenced by the traction force as the control signal and disturbances . Several longitudinal disturbances influence the movement of the vehicle. The rolling resistance is modeled by an empiric form where is the vertical load of the wheel, and are empirical parameters depending on tyre and road conditions and is the velocity of the vehicle, see GOTOBUTTON GrindEQbibitem24 . The aerodynamic force is formulated as where is the drag coefficient, is the density of air, is the reference area, is the velocity of vehicle relative to the air. In case of a lull , which is assumed in the paper. The longitudinal component of the weighting force is , where m is the mass of the vehicle and is the angle of the slope. The acceleration of the vehicle is the following: , where is the mass of the vehicle, is the position of the vehicle, and are the traction force and the disturbance force (), respectively.
Simplified vehicle model
  Simplified vehicle model

Although between the points may be acceleration and declaration an average speed is used. Thus, the rate of accelerations of the vehicle is considered to be constant between these points. In this case the movement of the vehicle using simple kinematic equations is: , where is the velocity of vehicle at the initial point, is the velocity of vehicle at the first point and is the distance between these points. Thus the velocity of the first section point is the following: . The velocity of the first section point is defined as the reference velocity . This relationship also applies to the next road section: . It is important to emphasize that the longitudinal force is known only the first section. Moreover, the longitudinal forces are not known during the traveling in the first section. Therefore at the calculation of the control force it is assumed that additional longitudinal forces will not act on the vehicle, i.e., the longitudinal forces will not affect the next sections. At the same time the disturbances from road slope are known ahead. Similarly, the velocity of the vehicle can be formalized in the next section points. Using this principle a velocity-chain, which contains the required velocities along the way of the vehicle, is constructed. At the calculation of the control force it is assumed that additional longitudinal forces will not affect the next sections. The velocities of vehicle are described at each section point of the road by using similar expressions to GOTOBUTTON GrindEQequation22 . The velocity of the section point is the following: . It is also an important goal to track the momentary value of the velocity. It can also be considered in the following equation:
The disturbance force can be divided in two parts: the first part is the force resistance from road slope , while the second part contains all of the other resistances such as rolling resistance, aerodynamic forces etc. We assume that is known while is unknown. depends on the mass of the vehicle and the angle of the slope . When the control force is calculated, only influences the vehicle of all of the unmeasured disturbances. In the control design the effects of the unmeasured disturbances are ignored. The consequence of this assumption is that the model does not contain all the information about the road disturbances, therefore it is necessary to design a robust speed controller. This controller can ignore the undesirable effects. Consequently, the equations of the vehicle at the section points are calculated in the following way:
(1)
(2)
(3)

(4)
The vehicle travels in traffic and it may happen that the vehicle is overtaken. Because of the risk of collision it is necessary to consider the preceding velocity on the lane:
(5)
The number of the segments is important. For example in the case of flat roads it is enough to use relatively few section points because the slopes of the sections do not change abruptly. In the case of undulating roads it is necessary to use relatively large number of section points and shorter sections, because it is assumed in the algorithm that the acceleration of the vehicle is constant between the section points. Thus, the road ahead of the vehicle is divided unevenly, which is consistent with the topography of the road.
In the following step weights are applied to reference speeds. An additional weight is applied to the momentary speed. An additional weight is applied to the leader speed. While the weights represent the rate of the road conditions, weight has an essential role: it determines the tracking requirement of the current reference velocity . By increasing the momentary velocity becomes more important while road conditions become less important. Similarly, by increasing the road conditions and the momentary velocity become negligible. The weights should sum up to one, i.e. .
Weights have an important role in control design. By making an appropriate selection of the weights the importance of the road condition is taken into consideration. For example when and the control exercise is simplified to a cruise control problem without any road conditions. When equivalent weights are used the road conditions are considered with the same importance, i.e., and . When and only the tracking of the preceding vehicle is carried out. The optimal determination of the weights has an important role, i.e., to achieve a balance between the current velocity and the effect of the road slope. Consequently, a balance between the velocity and the economy parameters of the vehicle is formalized.
By summarizing the above equations the following formula is yielded:
(6)
where the value depends on the road slopes, the reference velocities and the weights
(7)
In the final step a control-oriented vehicle model, in which reference velocities and weights are taken into consideration, is constructed. The momentary acceleration of the vehicle is expressed in the following way: where . Equation (6) is rearranged:
(8)
where the parameter is calculated based on the designed . Consequently, the road conditions can be considered by speed tracking. The momentary velocity of vehicle should be equal to parameter , which contains the road information. The calculation of requires the measurement of the longitudinal acceleration .

6.1.2. Optimization of the vehicle cruise control

In the following step the task is to find an optimal selection of the weights in such a way that both the minimization of control force and the traveling time are taken into consideration. Equation (6) shows that depends only on the weights in the following way:
(9)
Since depends on the weight , therefore depends on the weights and . The longitudinal control force must be minimized, i.e., . Instead, in practice the optimization is used because of the simpler numerical computation. Simultaneously, the difference between momentary velocity and modified velocity must be minimized, i.e.,
The two optimization criteria lead to different optimal solutions. In the first criterion the road inclinations and speed limits are taken into consideration by using appropriately chosen weights . At the same time the second criterion is optimal if the information is ignored. In the latter case the weights are noted by . The first criterion is met by the transformation of the quadratic form into the linear programming using the simplex algorithm. It leads to the following form: with the following constrains and . This task is nonlinear because of the weights. The optimization task is solved by a linear programming method, such as the simplex algorithm.
The second criterion must also be taken into consideration. The optimal solution can be determined in a relatively easy way since the vehicle tracks the predefined velocity if the road conditions are not considered. Consequently, the optimal solution is achieved by selecting the weights in the following way: and .
In the proposed method two further performance weights, i.e., and , are introduced. The performance weight () is related to the importance of the minimization of the longitudinal control force while the performance weight is related to the minimization of . There is a constraint according to the performance weights . Thus the performance weights, which guarantee balance between optimizations tasks, are calculated in the following expressions:
(10)
, i=1,n(11)
Based on the calculated performance weights the speed can be predicted.
The tracking of the preceding vehicle is necessary to avoid a collision, therefore is not reduced. If the preceding vehicle accelerates, the tracking vehicle must accelerate as well. As the velocity increases so does the braking distance, therefore the following vehicle strictly tracks the velocity of the preceding vehicle. On the other hand it is necessary to prevent the velocity of the vehicle from increasing above the official speed limit. Therefore the tracked velocity of the preceding vehicle is limited by the maximum speed. If the preceding vehicle accelerates and exceeds the speed limit the following vehicle may fall behind.
Remark 3.1 Look-ahead control considering efficiency and safe cornering
The maximum cornering velocity for each section can be calculated in advance knowing the designed path of the vehicle. If the speed limit at section point exceeds the safe cornering velocity then the speed limit is substituted with the smallest value concerning skidding or rollover, i.e.,
(12)

 Implementation of the velocity design

The control system can be realized in three steps as Figure  shows. The aim of the first step is the computation of the reference velocity. The results of this computation are the weights and the modified velocity which must be tracked by the vehicle. In the second step the longitudinal control force of the vehicle () is designed. The role of the high-level controller is to calculate this required longitudinal force. In third step the real physical inputs of the system, such as the throttle, the gear position and the brake pressure are generated by the low-level controller.
Implementation of the controlled system
 Implementation of the controlled system

In the proposed method the steps are separated from each other. The reference velocity signal generator can be added to the upper-lower Adaptive Cruise Control (ACC) system. It is possible to design a reference signal generator unit almost individually, and to attach it to the ACC system. Thus the reference signal unit can be designed and produced independently from automobile suppliers, only a few vehicle data are needed. The independent implementation possibility is an important advantage in practice. The high-level controller calculates positive and negative forces as well, therefore the driving and braking systems are also actuated. Figure  shows the architecture of the low-level controller.
Architecture of the low-level controller
 Architecture of the low-level controller

The engine is controlled by the throttle, which could be a butterfly gate or a quantity of injected fuel. The engine-management system and the fuel-injection system have their own controllers, thus in the realization of the low-level controller only the torque-rev-load characteristics of the engine are necessary. In this case the rev of the engine is measured, the required torque is computed from the longitudinal force of the high-level controller, thus the throttle is determined by an interpolation step using a look-up table. The position of the automatic transmission is determined by logic functions, thus it depends on the fuel consumption and the maximum rev of the engine. The pressures on the cylinders of the wheels increase during braking. At normal traveling the ABS actuation is not necessary, in case of an emergency the optimal driving is overwritten by the safety requirements. The necessary braking pressure for the required braking force is computed from the ratios of the hydraulic/pneumatic parts.
In the simulation example a transportational route with real data is analyzed. The terrain characteristics and geographical information are those of the M1 Hungarian highway between Tatabánya and Budapest in a --long section. In the simulation a typical F-Class truck travels along the route. The mass of the 6--gear truck is and its engine power is (). The regulated maximal velocity is , but the road section contains other speed limits (e.g. or ), and the road section also contains hilly parts. Thus, it is an acceptable route for the analysis of road conditions, i.e., inclinations and speed limits. Publicly accessible up-to-date geographical/navigational databases and visualisation programs, such as Google Earth and Google Maps, are used for the experiment.
Figure 91: Real data motorway simulation
In this example two different controllers are compared. The first is the proposed controller, which considers the road conditions such as inclinations and speed limits and is illustrated by solid line in the figures, while the second controller is a conventional ACC system, which ignores this information and is illustrated by dashed line. Figure shows the time responses of the simulation.
Figure (a) shows that the motorway contains several uphill and downhill sections. Figure (b) shows the velocity of the vehicle with speed limits in both cases. The conventional ACC system tracks the predefined speed limits as accurately as possible and the tracking error is minimal. In the proposed method the speed is determined by the speed limits and simultaneously it takes the road inclinations into consideration according to the optimal requirement. Figure (c) shows the required longitudinal force. The high-precision tracking of the predefined velocities in the conventional ACC system often requires extremely high forces with abrupt changes in the signals. As a result of the road conditions less energy is required during the journey in the proposed control method, see Figure (f). The proposed method requires smaller energy () than the conventional method (), and the energy saving is , which is . The fuel consumption can also be calculated by using the following approximation: where is the efficiency of the driveline system, is the heat of combustion and is the density of petrol. The fuel consumption of the conventional system is while that of the proposed method is , which results in reduction in fuel consumption in the analyzed length section.
Remark 3.2 Speed control based on the preceding vehicle
In addition to the consideration of road conditions it is also important to consider the traffic environment. It means that the preceding vehicle must be considered in the reference speed design because of the risk of collision. Thus, all of the kinetic energy of the vehicle is dissipated by friction. This estimation of the safe stopping distance may be conservative in a normal traffic situation, where the preceding vehicle also brakes, therefore the distance between the vehicles may be reduced. In this paper the safe stopping distance between the vehicles is determined according to the 91/422/EEC, 71/320/EEC UN and EU directives (in case of vehicle category, the velocity in ): . It is also necessary to consider that without the preceding vehicle the consideration of safe stopping distance is neither possible nor necessary. The consideration of the preceding vehicle is determined by . The following example analyses the incidence when another vehicle overtakes the vehicle with an adaptive control proposed in the paper or the vehicle catches up with a preceding vehicle.
In the simulation example, the preceding vehicle is slower, however, in the second part its velocity is higher than that of the follower vehicle. Furthermore, in the example the preceding vehicle also exceeds the official speed limit (). Figure (a) and Figure (b) show that in the first part of the simulation the follower vehicle approaches the preceding vehicle taking the braking distance into consideration, while in the second part the follower vehicle avoids exceeding the speed limit and falls behind. This velocity control is achieved by using the value of as it is shown in Figure 92(d). In the first part of the simulation the weight is increased by the risk incident while in the second part it is reduced by the increasing distance. The solution requires radar information, which is available in a conventional adaptive cruise control vehicle. This simulation example shows that the designed control system is able adapt to external circumstances.
Figure : Adaptive control systems with a preceding vehicle

6.1.4. Extension of the method to a platoon

The main idea behind the design is that each vehicle in the platoon is able to calculate its speed independently of the other vehicles. Since traveling in a platoon requires the same speed, the optimal speed must be modified according to the other vehicles. In the platoon, the speed of the leader vehicle determines the speed of all the vehicles. The goal is to determine the common speed at which the speeds of the members are as close as possible to their own optimal speed. In the case of a platoon each vehicle has its own optimal reference speed . Moreover, speeds of the vehicles are not independent of each other, because the speed of the leader influences the speed of every member of platoon . The goal is to find an optimal reference speed for the leader .
It is important to note that there is an interaction between the speeds of the vehicles in a platoon. If a preceding vehicle changes its speed, the follower vehicles will modify their speeds and track the motion of the preceding vehicle within a short time. The members of the platoon are not independent of the leader, therefore it is necessary to formulate the relationship between the speed of the platoon member and the leader and the preceding vehicles. It is formulated with a transfer function with its input and output. The output contains the information, i.e., the position, speed and acceleration of the vehicle, which is sent to the follower vehicles. The input contains the position, speed, the acceleration of the preceding vehicle and the leader. The transfer function between and is with the controller of the vehicle and its longitudinal dynamics . Similarly, the effect of the leader and the preceding vehicles on the platoon member is formulated: , where , which finally leads to . Consequently, the speed of the vehicle is determined by the next formula: . The value of is used for the computation of the optimal reference speed of the platoon .
Finally the required reference speed of the leader vehicle is designed. The aim of the design is that the generated speeds of all the vehicles are as close to as their modified reference speed as possible:
(13)
Since the speed of the vehicle is formulated as , the following optimization form is used: , where . It can be stated that in GOTOBUTTON GrindEQequation48 the only unknown variable is . The optimization leads to the following equation: The solution of the optimization problem can be achieved. The deduction of the optimization of is as follows:
(14)
It means that the leader vehicle must track the required reference speed .
Architecture of the control system
Figure 6.5. Architecture of the control system

 Lateral control

 Design of trajectory

Government transportation agencies have been evaluating several studies in the field of highway road planning in respect to horizontal curve design. Road design manuals determine a minimum curve radius for a predefined velocity, road superelevation and adhesion coefficient, calculation is based on assuming the vehicle to move on a circular path, where the vehicle is subject to centrifugal force that acts away from the center of the curve as illustrated in Figure . The slip angle is assumed to be small enough for the lateral force to point along the path radius, and the longitudinal acceleration is also small enough not to degrade the lateral friction of the vehicle considerably.
Counterbalancing side forces in cornering maneuver
 Counterbalancing side forces in cornering maneuver

The mass of the vehicle along with the road superelevation (cross slope) and the side friction between the tire and the road surface counterbalance the centrifugal force. Assuming that there is the same at each wheel of the vehicle the sum of the lateral forces is: , where is the gravitational constant. At cornering the dynamics of vehicle is described by the equilibrium of the two forces: , where is the radius of the curve. Assuming that the road geometry is known by on-board devices such as GPS, it is possible to calculate a safe cornering velocity.
The following relationship holds for the maximum safe cornering velocity regarding the danger of skidding out of the corner:
(15)
(15) is also used in crash reconstruction and is referred to as the Critical Speed Formula (CSF), ,. In the so-called yaw mark method the critical speed of the vehicle is determined by using the calculated radius of the vehicle path from the tire skid marks left on the road.
Note that in the calculation of the safe cornering velocity the value of the side friction factor plays a major role. This factor depends on the quality and the texture of the road, the weather conditions and the velocity of the vehicle and several other factors. The estimation of has been presented by several important papers, . However, these estimations are based on instant measurements, thus they are not valid for look-ahead control design, where the friction of future road sections should be estimated.
In road design handbooks the value of the friction factor is given in look-up tables as a function of the design speed, and it is limited in order to determine a comfortable side friction for the passengers of the vehicle. For the calculation of safe cornering velocity these friction values give a very conservative result.
A method to evaluate side friction in horizontal curves using supply-demand concepts has been presented by . Here the side friction has an exponential relation with the design speed as follows:
(16)
where and are constant values depending on the texture of the pavement. Note that is the estimated reference friction at a measurement speed of . Thus, by using (15) and (16) the maximum safe cornering speed can be determined on a given road surface along with the side friction factor, as it is illustrated in Figure . The intersections of the supply and demand curves give the safe cornering velocities and the corresponding maximum side frictions. Note that whereas the friction supply only depends on the velocity of the vehicle, the friction demand is a function of the velocity and the curve radius as well.
Relationship between supply and demand of side friction in a curve
                                Relationship between supply and demand of side friction in a curve

The relationship between the curve radius and safe cornering velocity can be observed in Figure 5. The data points of the diagram are given by the intersections of the supply and demand curves. It shows that the safe cornering velocity increases with the curve radius. However, the relationship is not linear, i.e by increasing an already big cornering radius results in only moderated growth of the safe cornering velocity.
Relationship between curve radius and safe cornering velocity
Figure 6.8. Relationship between curve radius and safe cornering velocity

Rollover danger estimation and prevention control methods have already been studied by several authors, . A quasi-static analysis of maximal safe cornering velocity regarding the danger of rollover has been presented by . Assuming a rigid vehicle and using small angle approximation for superelevation (, ), a moment equation can be written for the outside tires of the vehicle during cornering as follows:
(17)
where is the height of the center of gravity, is the track width, is the load of the inside wheel at cornering.
The vehicle stability limit occurs at the point when the load reaches zero, which means the vehicle can no longer maintain equilibrium in the roll plane. Thus by reorganizing (17) and substituting the rollover threshold is given as follows:
(18)
Thus, to ensure safe cornering of the vehicle in a cornering maneuver without the danger of skidding or rollover, the velocity of the vehicle has to chosen to meet the two constraints defined by (15) and (16).

 Road curve radius calculation

Another important task is to calculate the radius of curves ahead of the vehicle in order to define the safe cornering velocities in advance. The road ahead of the vehicle can be divided into number of sections. The goal is to calculate the curve radius at each section points ahead of the vehicle to determine the safe cornering velocities corresponding to the curve radius.
The calculation of the cornering radius , is as follows. It is assumed that the global trajectory coordinates and of the vehicle path are known. Considering a sufficiently small distance the trajectory of the vehicle around a section point can be regarded as an arc, as it is shown in Figure . The arc can be divided into data points.
The length of the arc can be approximated by summing up the distances between data points: These distances are calculated as: The length of the chord is calculated as follows: Knowing the length and , it is possible to calculate a reasonable estimation of the curve radius . Note that the length of the arc must be chosen carefully. A too short section with fewer data points may give an unacceptable approximation of the radius. On the other hand a too big distance can be inappropriate as well, since then the section may not be approximated by a single arc. The number of data points selected is also important, and by increasing the number , the accuracy of the following calculation can be enhanced. The angle of the arc is as follows . The length of the chord is also expressed as a function of the radius: . Expressing the radius the following equation is derived:
(19)
The arc of the vehicle path
Figure  The arc of the vehicle path

This expression can be transformed by introducing and using the Taylor series for the approximation of the function, i.e., . Then the following expression is gained for the radius:
(20)
The curve radius , can be calculated at each section point ahead of the vehicle path. The calculation method is validated through the CarSim simulation environment. Here, the vehicle follows the desired path while the curve radius is being measured and at the same time the calculation method is running giving a close approximation of the real value. The comparison of the real and the calculated radius is shown in Figure
Validation of the calculation method
Figure  Validation of the calculation method

By calculating the radius of the curve using (20) the safe cornering velocity of the vehicle can be determined by using (15) and (18). This velocity can be considered as the maximum velocity that the vehicle is capable of in a corner without the danger of slipping and leaving the track or rolling over. It is important to state that in severe weather conditions this safe velocity may be smaller than that of the speed limit, thus the consideration of the maximum safety velocity in the cruise control design is essential.

 Intelligent actuators

In highly automated driving mode the previously calculated and selected trajectory should be followed by the vehicle. The trajectory path is executed by an intelligent system that has the command vector as an input and drive-by-wire actuators on the output. The trajectory execution layer is composed of drive-by-wire (x-by-wire) subsystems like
  • Throttle-by-wire
  • Steer-by-wire
  • Brake-by-wire
  • Shift-by-wire
Drive-by-wire systems control the specific vehicle subsystem without mechanical connections, just through electronic (wire) control. The technology has a longer history in the aerospace industry, introducing the first full by-wire controlled aircraft, the Airbus A320 in 1987.
Up until the late 1980s most of the cars have had mechanical, hydraulic or pneumatic connection (such as throttle Bowden cable, steering column, hydraulic brake etc.) between the HMI and the actuator. Series production of the x-by-wire systems was introduced with the throttle-by-wire (electronic throttle control) applications in engine management, where the former mechanical Bowden was replaced for electronically controlled components. The electronic throttle control (ETC) was the first so called x-by-wire system, which has replaced the mechanical connection. The use of ETC systems has become a standard on vehicle systems to allow advanced powertrain control, meet and improve emissions, and improve driveability. Today throttle-by-wire applications are standard in all modern vehicle models.
Intelligent actuators influencing vehicle dynamics (Source: Prof. Palkovics)
Figure  Intelligent actuators influencing vehicle dynamics (Source: Prof. Palkovics)

The figure above shows the intelligent actuators in the vehicle that has strong influence on the vehicle dynamics. Throttle–by-wire systems enables the control of the engine torque without touching the gas pedal, steer-by-wire systems allow autonomous steering of the vehicle, brake-by-wire systems delivers distributed brake force without touching the brake pedal, shift-by-wire systems enables the automatic selection of the proper gear.
For providing highly automated vehicle functions the intelligent actuators are mandatory requirements. For example for a basic cruise control function, only the throttle-by-wire actuator is required, but if we extend the functionality for adaptive cruise control the brake-by-wire subsystem will also be a prerequisite. While adding the shift-by-wire actuator one can provide even more comfortable ACC function. Steer-by-wire subsystems become important when not only the longitudinal, but also the lateral control of the vehicle is implemented e.g. lane keeping, temporary autopilot.
The role of communication networks in motion control (Source: Prof. Spiegelberg)
Figure  The role of communication networks in motion control (Source: Prof. Spiegelberg)

These intelligent actuators are each responsible for a particular domain of the vehicle dynamics control, while the whole vehicle movement (trajectory execution) is organized by the so-called powertrain controller. The powertrain controller separates and distributes the complex tasks for fulfilling the vehicle movement defined by the motion vector.
Another system should be noted here, namely the active suspension system. The suspension is not a typical actuator because generally it is a springing-damping system which connects the vehicle to its wheels, and allows relative movement between each other. The driver cannot influence the movement of the vehicle by direct intervention into the suspension. Modern vehicles can provide active suspension system primarily to increase the ride comfort and additionally to increase vehicle stability, thus safety. In this case an electronic controller can influence the vehicle dynamics by the suspension system.

Vehicular networks

In automotive industry several communication networks are used parallel, . In this subsection the CAN technology is detailed because it is the most widespread standard in the field of powertrain applications.
The Controller Area Network (CAN) is a serial communications protocol which efficiently supports distributed real-time control with a very high level of security. Its domain of application ranges from high-speed networks to low-cost multiplex wiring. In automotive electronics, electronic control units (ECU) are connected together using CAN and changing information with each-other by bitrates up to 1 Mbit/s.
CAN is a multi-master bus with an open, linear structure with one logic bus line and equal nodes. The number of nodes is not limited by the protocol. Physically the bus line (Figure 6) is a twisted pair cable terminated by termination network A and termination network B. The locating of the termination within a CAN node should be avoided because the bus lines lose termination if this CAN node is disconnected from the bus line. The bus is in the recessive state if the bus drivers of all CAN nodes are switched off. In this case the mean bus voltage is generated by the termination and by the high internal resistance of each CAN nodes receiving circuitry. A dominant bit is sent to the bus if the bus drivers of at least one unit are switched on. This induces a current flow through the termination resistors and, consequently, a differential voltage between the two wires of the bus. The dominant and recessive states are detected by transforming the differential voltages of the bus into the corresponding recessive and dominant voltage levels at the comparator input of the receiving circuitry.
CAN bus structure (Source: ISO 11898-2)
Figure  CAN bus structure (Source: ISO 11898-2)

The CAN standard  gives specification which will be fulfilled by the cables chosen for the CAN bus. The aim of these specifications is to standardize the electrical characteristics and not to specify mechanical and material parameters of the cable. Furthermore the termination resistor used in termination A and termination B will comply with the limits specified in the standard also.
Besides the physical layer the CAN standard also specifies the ISO/OSI data link layer as well. CAN uses a very efficient media access method based on the arbitration principle called "Carrier Sense Multiple Access with Arbitration on Message Priority". Summarizing the properties of the CAN network the CAN specifications are as follows:
  • prioritization of messages
  • event based operation
  • configuration flexibility
  • multicast reception with time synchronization
  • system wide data consistency
  • multi-master
  • error detection and signalling
  • automatic retransmission of corrupted messages as soon as the bus is idle again
  • distinction between temporary errors and permanent failures of nodes and autonomous switching off of defect nodes
These properties enable the CAN technology to use in automotive environment and especially in safety critical systems. Although the limitations of CAN recently induced the development of new bus systems like FlexRay with higher bandwidth, deterministic time-triggered operation and fault-tolerant architecture, CAN still will be inevitable in the automotive industry for the next decade.

 Safety critical systems

From safety point of view we can categorize the intelligent actuators into two groups, depending on whether a failure in the system may result is human injury and/or severe damage:
  • Safety critical subsystem (e.g. steer-by-wire, brake-by-wire, throttle-by-wire)
  • Not safety critical subsystem (e.g. shift-by-wire, active suspension)
These safety aspects have deterministic effect on the subsystem architecture. While in case of safety critical systems a fault tolerant architecture is a must requirement, there is no or limited backup function is required for non-safety critical systems.
The required safety level can be traced back to the risk analysis of a potential failure. During risk analysis the probability of a failure and the severity of the outcome are taken into consideration. Based on this approach the risk of a failure can be categorized into layers, like low, medium or high as can be seen on the following figure:
Categorization of failure during risk analysis (Source: EJJT5.1Tóth)
Figure  Categorization of failure during risk analysis (Source: EJJT5.1Tóth)

The IEC61508 standard stands for “Functional safety of electrical/electronic/programmable electronic (E/E/PE) safety-related systems” The IEC61508 standard provides a complex guideline for designing electronic systems, where the concept is based on
  1. risk analysis,
  2. identifying safety requirements,
  3. design,
  4. implementation and
  5. validation.
Source: IEC61508 “Functional safety of electrical/electronic/programmable electronic (E/E/PE) safety-related systems”
Dependability summarizes a system’s functional reliability, meaning that a certain function is at the driver’s disposal or not. There are different aspects of dependability, first of all availability, meaning that the system should deliver the function when it is requested by the driver (e.g. the vehicle should decelerate when the driver pushes the brake pedal). The subsequent aspect is reliability, indicating that the delivered service is working as requested (e.g. the vehicle should decelerate more as the driver pushes the brake pedal more). Safety in this manner implies that the system that provides the function operates without dangerous failures. Functional security ensures that the system is protected against accidental or deliberate intrusion (this is more and more important since vehicle hacking became an issue recently . There are additional important characteristics can be defined as a part of dependability like maintainability, reparability that has real add value during operation and maintenance. The figure below shows a block diagram describing the characteristics of functional dependability.
Characterization of functional dependability (Source: EJJT5.1 Tóth)
Figure  Characterization of functional dependability (Source: EJJT5.1 Tóth)

Generally the acceptable risk hazard is below the tolerable risk limit, defined by market (end-user requirements expressed by the OEMs). The probability of a function loss should be inversely related to the probability of the safety level of the function. For example in the aviation industry (Airbus A330/A340) the accepted probability of a non-intended flap control is P < 1*10-9 (Source: Büse, Diehl). Such high requirements for the availability can only be fulfilled by so called fault-tolerant systems. This is the reason why automotive safety critical systems must be fault tolerant; meaning that one failure in the system may not reduce the functionality. Please remember the two independent circuits of the traditional hydraulic brake system, having the intension that if one circuit fails, there is still brake performance (but in this case not 100%!) in the vehicle. Such systems are called 2M systems, since there are two independent mechanical circuits in the architecture.
In today’s electronically controlled safety critical systems there are usually at least one mechanical backup system. As a result, the probability of a function loss with a mechanical backup (1E+1M - one electrical system and one mechanical system architecture) can be as low as P < 1*10-8, while the probability of a function loss without mechanical backup (1E - architecture alone) is around P < 1*10-4. The objective of the safety architectural design is to provide around P < 1*10-8 level of dependability (availability) in case of 2E system architectures (electronic system with electronic backup) without mechanical backup.
Safety architectural design means consideration of all potential failures and relevant design answers to all such issues. The easiest answer to produce a fault tolerant system, so as to avoid that one failure may result is a complete function loss is to duplicate the system and extend it with arbitration logic. In case of a redundant system extended it with arbitration logic the subcomponents are not simply duplicated, but there is a coordinating control above to enable (or disable) output control based on the comparison of the two calculated outputs of the redundant subsystems. In case both subsystems have the same output (and none of them identified errors) the overall system output is enabled. Even in case of redundancy there are several tricks to enhance the safety level of a system. For example safety engineers soon realized that it makes great difference if the redundant subsystems are composed of physically the same (hardware and software) or physically different components. Early solutions just used two physically same components for redundancy, but today the different hardware and software components are predefined requirements to eliminate the systematic failures caused by design and/or software errors.
Redundancy and supervision are not only issue in case of fault tolerant architectures, safety focused approach can also be observed in ECU (electronic Control Unit) design. Early and simple ECUs were only single processor systems; while later - especially in brake system control – the dual processor architectures became widespread. Initially these two processors were the same microcontrollers (e.g. Intel C196) with the same software (firmware) inside. In this arrangement both microcontrollers have access to all of the input signals, they individually perform internal calculations based on the same algorithm each resulting in a calculated output command. These two outputs then are compared to each-other and only in case both controllers came to the same result (without any errors identified) the ECU output is controlled. This so called A-A processor architecture was a significant step forward in safety (compared to single processor systems), but safety engineers quickly understood, that this approach does not prevent system loss in case of systematic failures (e.g. microcontroller hardware bug or software implementation error). This is the reason why the A-B processor architecture was later introduced. In the A-B processor approach the two controllers physically must differ from each other. Usually the A controller is bigger and more powerful (bigger in memory capacity, having more calculation power) than the B controller. The A controller is often identified as “main” controller, while B controller is often referred to as “safety” controller, since in this task distribution the A controller is responsible for the functionality, while the B controller has only tasks for checking the A controller. B controller has access also to the inputs of the A controller, but the algorithms inside are totally different. B controller also does calculations based on the input signals, but these are not detailed calculations, only basic calculations on a higher level “like rule of thumb” checking. The different hardware and the different software algorithms in A-B processor design have proved its superior reliability.
Besides the different controller architectures there are also different kinds of dedicated supervisory electronics used extensively by the automotive electronics industry. The most significant ones are the so called “watch-dog” circuits. The watch-dogs are generally separate electronic devices that have a preset internal alarm timer. If the watch-dog does not get an “everything is OK” signal from the main controller within the predefined timeframe, the watch-dog generates a hardware reset of the whole circuitry (ECU). There are not only simple watch-dog integrated circuits available, but also more complex ones (e.g. windowed watch-dogs), however the theory of operation are basically the same.
Up to now fault-tolerant requirements were only observed from functional point-of-view, while a simple failure in the energy supply system can also easily result in function loss. That is why a fail-safe electrical energy management subsystem is a mandatory requirement for safe electrical energy supply of safety related drive-by-wire subsystems (e.g. steer-by-wire, brake-by-wire). The following figure shows a block diagram of a redundant energy management architecture (where PTC stands for Powertrain Controller, SbW stands for Steer by Wire and BbW stands for Brake by Wire subsystems).
Redundant energy management architecture (Source: PEIT)
Figure  Redundant energy management architecture (Source: PEIT)

 Steering

The steering system in today’s road vehicles uses mechanical linkage between the steering wheel and the steered wheels. The driver’s steering input (demand) is transmitted by a steering shaft through some type of gear reduction mechanism to generate a steering motion at the front wheels.
In the present day automobiles, power assisted steering has become a standard feature. Electrically power assisted steering has replaced the hydraulic steering aid which has been the standard for over 50 years. A hydraulic power assisted steering (HPAS) uses hydraulic pressure supplied by an engine-driven pump. Power steering amplifies and supplements the driver-applied torque at the steering wheel so that the required drive steering effort is reduced. The recent introduction of electric power assisted steering (EPAS) in production vehicles eliminates the need of the former hydraulic pump, thus offering several advantages. Electric power assisted steering is more efficient than conventional hydraulic power assisted steering, since the electric power steering motor only needs to provide assist when the steering wheel is turned, whereas the hydraulic pump must run continually. In the case of EPAS the assist level is easily adjustable to the vehicle type, road speed, and even driver preference. An added benefit is the elimination of environmental hazard posed by leakage and disposal of hydraulic power steering fluid.
Although aviation industry proved that the fly-by-wire systems can be as reliable as the mechanical connection, automotive industry steps forward with intermediate phases like EPAS (electronically power assisted steering) as mentioned above and SIA (superimposed actuation) to be able to electronically intervene into the steering process.
Electric power steering (EPAS) usually consists of a torque sensor in the steering column measuring the driver’s effort, and an electric actuator which then supplies the required steering support .This system enables to implement such functions that were not feasible with the former hydraulic steering like automated parking or lane departure preventions.
Electronic power assisted steering system (TRW)
 Electronic power assisted steering system (TRW)

Superimposed actuation (SIA) allows driver-independent steering input without disconnecting the mechanical linkage between the steering wheel and front axle. It is based on a standard rack-and-pinion steering system extended with a planetary gear in the steering column ). The planetary gear has two inputs, the driver controlled steering wheel and an electronically controlled electromotor and one output connected to the steering pinion at the front axle. The output movement of the planetary gear is determined by adding the steering wheel and the electro-motor rotation. When the electromotor is not operating, the planetary gear just passes through the rotation of the steering wheel; therefore the system also has an inherent fail silent behaviour. SIA systems may provide functions like speed dependent steering and limited (nearly) steer-by-wire functionality.
Superimposed steering actuator with planetary gear and electro motor (ZF)
Figure  Superimposed steering actuator with planetary gear and electro motor (ZF)

The future of driving is definitely the steer-by-wire technology. An innovative steering system allowing new degrees of freedom to implement a new human machine interface (HMI) including haptic feedback (by "cutting" the steering column, i.e. opening the mechanical connection steering wheel / steering system).
The steer-by-wire system offers the following advantages:
  • The absence of steering column simplifies the car interior design.
  • The absence of steering shaft, column and gear reduction mechanism allows much better space utilization in the engine compartment.
  • Without mechanical connection between the steering wheel and the road wheel, it is less likely that the impact of a frontal crash will force the steering wheel to intrude into the driver’s survival space.
  • Steering system characteristics can easily and infinitely be adjusted to optimize the steering response and feel.
Instead of a mechanical connection between the steering wheel and the steered axle (steering gear) the steer-by-wire system uses full electronic control. The steer-by-wire system has an electronically controlled clutch integrated into the steering rod that enables to cut or re-establish the mechanical connection in the steering system. For safety reasons this clutch can be opened by electromagnetic power, but it closes automatically (e.g. by a mechanical spring) when the electric power is missing. When the clutch is closed the steering system operates just like a “normal” mechanical steering system, where the mechanical link is continuous from the steering wheel to the steered wheels. In case the clutch is open the mechanical link no longer exists and the driver intention is detected by special sensors installed in the steering wheel. Input signal is the angle position (or steering torque) of the steering wheel, and output signal is the position of the steered wheels. The position of the steering actuator is controlled by a comparison of the desired and the actual value, which is usually measured by redundant angle sensors.
This above described solution is a 1E+1M architecture system, representing a steer-by wire system with full mechanical backup function. A similar system was installed in the PEIT demonstrator vehicle to validate steer-by-wire functionality.
Steer-by-wire actuator installed in the PEIT demonstrator (Source: PEIT)
Figure Steer-by-wire actuator installed in the PEIT demonstrator (Source: PEIT)

As steer-by-wire system design involves supreme safety considerations, it is not surprising that after PEIT the later HAVEit approach has extended the original safety concept with another electric control circuitry resulting in a 2E+1M architecture system. The following figure describes the safety mechanism of a steer-by-wire clutch control by introducing two parallel electronic control channels with cross checking functions
Safety architecture of a steer-by-wire system (Source: HAVEit)
Figure  Safety architecture of a steer-by-wire system (Source: HAVEit)

Steer-by-wire systems also raise new challenges to be resolved, like force-feedback or steering wheel end positioning. In case of the mechanical steering the driver has to apply torque to the steering wheel to turn the front wheels either to left or right directions, the steering wheel movement is limited by the end positions of the steered wheels and the stabilizer rod automatically turns back the steering wheel into the straight position. In steer-by-wire mode when the clutch is open there is no direct feedback from the steered wheels to the steering wheel and without additional components there would be no limit for turning the steering wheel in either direction. Additionally there has to be a driver feedback actuator installed in the steering wheel to provide force (torque) feedback to the driver.
Mainly due to legal legislation traced back to safety issues steer-by-wire systems are not common on today’s road vehicles however the technology to be able to steer the wheels without mechanical connection exists since the beginning of the 2000s. Up to now only Infiniti introduced a steer-by-wire equipped vehicle into the market in 2013, but its steer-by-wire system contains a mechanical backup with a fail-safe clutch described later. The Nissan system debuted under the name of Direct Adaptive Steering technology, . It uses three independent ECUs for redundancy and a mechanical backup. There is a fail-safe clutch integrated to the system, which is open during electronically controlled normal driving situations (steer-by-wire driving mode), but in case of any fault detection the clutch is closed, establishing a mechanical link from the steering wheel to the steered axle, working like a conventional, electrically assisted steering system. illustrates DAS system architecture with the system components.
Direct Adaptive Steering (SbW) technology of Infiniti (Source: Nissan)
Figure  Direct Adaptive Steering (SbW) technology of Infiniti (Source: Nissan)

 Engine

The earliest throttle-by-wire system in the automotive industry appeared on a 7 series BMW in the end of the 80s. In this case there is no mechanical Bowden coming from the accelerator pedal to the throttle valve on the engine, but there is a position sensor and a transmitter placed in the gas pedal unit, and the throttle valve is positioned by using an electric motor. A throttle-by-wire system architecture consists of a pedal module to translate the driver input to an electrical signal for the engine control module (ECM) and the electronic throttle body (ETB). The ETB receives the electrical signal command from the engine control module (ECM) and moves the throttle valve to allow airflow into engine. The ETB provides feedback of its relative position as measured by the throttle position sensor (TPS) from the throttle to the ECM.
Electronic throttle control enables the integration of features such as cruise control, traction control, stability control, pre-crash systems and others that require torque management, since the throttle can be moved irrespective of the position of the driver's accelerator pedal. Throttle-by-wire provides some benefit in areas such as air-fuel ratio control, exhaust emissions and fuel consumption reduction, and also works jointly with other technologies such as gasoline direct injection.
Retrofit throttle-by-wire (E-Gas) system for heavy duty commercial vehicles (Source: VDO)
Figure  Retrofit throttle-by-wire (E-Gas) system for heavy duty commercial vehicles (Source: VDO)

Brakes

Brake-by-wire systems were initially introduced in the heavy duty commercial vehicle segment in the mid of the 90s. The so called EBS (Electronic Brake Control) systems are rather electronically controlled pneumatic brake systems, since the energy for braking is supplied by compressed air. Ten years later in the passenger car domain Daimler and Toyota started to use such systems, with limited success. These systems are still classic hydraulic wheel brakes where the energy for braking is supplied by an electro-hydraulic pump. The greatest advantage of an electronically controlled brake system is the capability of braking each wheel according to the corresponding friction situation under the wheels. The brake-by-wire systems are fully controlled by electronic circuits and electronic/electric commands/signals. Actuation however still pneumatic in case of commercial vehicles and hydraulic in case a passenger cars. The future brake-by-wire systems may be composed of fully electronic brakes where the hydraulic system is replaced by mechatronic actuators and the energy for braking also comes from electric energy, using so called EMB (Electro-Mechanic Brake) or EWB (Electronic Wedge Brake) applications. The theory of the electronically controlled braking system is closely linked together with Prof. Egon-Christian Von Glasner who designed the first architecture of an EBS in 1987 with his partner, Micke .
Layout of an electronically controlled braking system (Source: Prof. von Glasner)
Figure 7.13. Layout of an electronically controlled braking system (Source: Prof. von Glasner)

 Electro-pneumatic Brake (EPB)

EPB stands for Electro Pneumatic Braking system, which is practically a brake-by-wire system with pneumatic actuators and pneumatic backup system. Today these systems, generally called as EBS are standard in all modern heavy duty commercial vehicles (motor vehicles and trailers). EBS was introduced by Wabco in 1996 as the series production brake system of Mercedes Benz Actros.
The basic functionality of the EBS can be observed in Figure . The driver presses the brake pedal which is connected to the foot brake module. It measures the pedal’s path with redundant potentiometers and sends the drivers demand to the central ECU. The EBS’s central ECU calculates the required pressure for each wheel and sends the result to the brake actuator ECUs. In this ECU there is closed loop pressure control software, which sets the air pressure in the brake chambers to the prescribed value. The actuator ECU also measures the wheel speed and sends this information back to the central EBS ECU. During the normal operation the actuator ECUs energize the so-called backup valves, which results in the pneumatic backup system’s deactivation. In case of any detected or unexpected error (and when unpowered) the backup valves are dropped and the conventional pneumatic brake system becomes active again.
Layout of an Electro Pneumatic Braking System (Source: Prof. Palkovics)
Figure  Layout of an Electro Pneumatic Braking System (Source: Prof. Palkovics)

The advantages of electronic control over conventional pneumatic control are shorter response times and build-up times in brake cylinders, reducing the brake distance and the integration possibility of several active safety and comfort functions like the followings.
  • Anti-lock Braking System (ABS)
  • Traction control (ASR,TCS)
  • Retarder and engine brake control
  • Brake pad wear control
  • Vehicle Dynamics Control (VDC/ESP)
  • Yaw Control (YC)
  • Roll-Over Protection (ROP)
  • Coupling Force Control (CFC) between the tractor and semi-trailer
  • Adaptive Cruise Control (ACC)
  • Hill holder

 Elector-hydraulic Brake (EHB)

The intention of eliminating the hydraulic connection between the brake pedal and the actuator is primarily motivated by the need of integration of the several active safety functions such as ABS, ASR and VDC (ESP).
An Electro Hydraulic Brake system is practically a brake-by-wire system with hydraulic actuators and a hydraulic backup system. Normally there is no mechanical connection between the brake pedal and the hydraulic braking system. When the brake pedal is pressed the pedal position sensor detects the amount of movement of the driver, thus the distance the brake pedal travelled. In addition the ECU feedbacks to the brake pedal’s actuator which hardens the pedal to help the driver to feel the amount of the braking force. As a function of distance the ECU determines the optimum brake pressure for each wheel and applies this pressure using the hydraulic actuators of the brake system. The brake pressure is supplied by a piston pump driven by an electric motor and a hydraulic reservoir which is sufficient for several consecutive brake events. The nominal pressure is controlled between 140 and 160 Ba. The system is capable of generating or releasing the required brake pressure in a very short time. It results in shorter stopping distance and in more accurate control of the active safety systems. Should the electronic system encounter any errors the hydraulic backup brake system is always there to take over the braking task. The following figure shows the layout of an electronically controlled hydraulic brake system.
Layout of an Electro Hydraulic Braking System (Source: Prof. von Glasner)
Figure  Layout of an Electro Hydraulic Braking System (Source: Prof. von Glasner)

The first brake-by-wire system with hydraulic backup was born from the cooperation of Daimler and Bosch in 2001, which was called Sensotronic Brake Control (SBC). It was not a success story, because of software failures. The customers complained because the backup mode resulted in longer stopping distance and higher brake pedal effort by the driver. In May 2004, Mercedes recalled 680,000 vehicles to fix the complex brake-by-wire system. Then, in March 2005, 1.3 million cars were recalled, partly because of further unspecified problems with the Sensotronic Brake Control system.

 Electro-mechanic brake (EMB)

The EMB stands for electromechanical braking system, which is a fully brake-by-wire system. It does not use any hydraulic nor pneumatic actuators as shown on Figure . EMB reduces the stopping distance on account of its rapid brake response, eliminates the necessity of a brake cylinder, brake lines and hoses, as all these components are replaced by electric wiring. The use of electrics reduces maintenance expense, and also eliminates the expense of brake fluid disposal. EMB likewise measures the force of the driver's intention to brake the vehicle via sensors monitoring the system in the brake-pedal feel simulator. The ECU processes the signals received, links them where appropriate to data from other sensors and control systems, and calculates the force to be generated by the electronic brake caliper (e-caliper) of each wheel when pressing the brake pads onto the brake disc. The wheel brake modules essentially consist of an electric control unit, an electric motor and a transmission system. The electric motor and transmission system form the so-called actuator which generates the brake application forces in the brake caliper. These actuators are capable of delivering forces of up to several tons in just a few milliseconds.
Layout of an Electro Mechanic Brake System (Source: Prof. von Glasner)
Figure  Layout of an Electro Mechanic Brake System (Source: Prof. von Glasner)

Power requirements for EMB are high and would overload the capabilities of conventional 12 volt systems installed in today's vehicles. Therefore the electro-mechanical brake is designed for a working voltage of 42 volts, which can be ensured with extra batteries.

 Transmission

The torque and power of the internal combustion engine vary significantly depending on the engine revolution. The task of the transmission system mounted between the engine and the driven wheels is to adapt the engine torque according to the actual traction requirement. From highly automated driving point-of-view the automotive transmission system can be classified into two categories, namely the manual transmission and the automatic transmission. Manual transmissions cannot be integrated into a highly automated vehicle, there has to be at least an automated manual transmission or another kind of automatic transmission as will be explained later in this section.
In case of the manual transmission system, the driver has the maximum control over the vehicle; however using manual transmission requires a certain practice and experience. The manual transmission is fully mechanical system that the driver operates with a stick-shift (gearshift) and a clutch pedal. The manual transmission is generally characterized by simple structure, high efficiency and low maintenance cost.
Automatic transmission systems definitely increase the driving comfort by taking over the task of handling the clutch pedal and choosing the appropriate gear ratio from the driver. Regardless of the realization of the automatic transmission system, the gear selection and changing is done via electronic control without the intervention of the driver. There are different types of automatic transmission systems available, like
  • Automated Manual Transmission (AMT)
  • Dual Clutch Transmission (DCT/DSG)
  • Hydrodynamic Transmission (HT)
  • Continuously Variable Transmission (CVT)

Clutch

The purpose of the clutch is to establish a releasable torque transmission link between the engine and the transmission through friction, allowing the gears to be engaged. Besides changing gears it enables functions like smooth starting of the vehicle or stopping the car without having to stop the internal combustion engine. In traditional vehicles the clutch is operated by the driver through the clutch pedal that uses mechanical Bowden or a hydraulic link to the clutch mechanism. In clutch-by-wire applications there is no need for a clutch pedal, the release and engage of the clutch is controlled by an electronic system.
In the SensoDrive electronically controlled manual transmission system of Citroen there is no clutch pedal. The gear shifting is simply done by selecting the required gear with the gear stick or the paddle integrated into the steering wheel. During gear shifting the driver even does not have to release the accelerator pedal. The SensoDrive system is managed by an electronic control unit (ECU), which controls two actuators. One actuator changes gears while the other, which is equipped with a facing wear compensation system, opens and closes the clutch. The following figure illustrates the operation of the clutch-by-wire system of Citroen
Clutch-by-wire system integrated into an AMT system (Source: Citroen)
Figure  Clutch-by-wire system integrated into an AMT system (Source: Citroen)

Automated Manual Transmission (AMT)

In case of an automated manual transmission (AMT) a simple manual transmission is transformed into an automatic transmission system by installing a clutch actuator, a gear selector actuator and an electronic control unit. The shift-by-wire process is composed of the following steps. After the clutch is opened by the electromechanical clutch actuator, the gear shifting operation in the gearbox is carried out by the electromechanical transmission actuator. When the appropriate gear is selected then the electromechanical clutch actuator closes the clutch and drive begins. These two actuators are controlled by an electronic control unit. If required, the system determines the shift points fully automatically, controls the shift and clutch processes, and cooperates with the engine management system during the shift process with respect to engine revolution and torque requests
Schematic diagram of an Automated Manual Transmission (Source: ZF)
Figure  Schematic diagram of an Automated Manual Transmission (Source: ZF)

Automated Manual Transmissions have a lot of favourable properties; the disadvantage is that the power flow (traction) is lost during switching gear, as it is necessary to open the clutch. This is what automatic transmission systems have eliminated providing continuous traction during acceleration.

 Dual Clutch Transmission (DTC/DSG)

The heart of the Dual Clutch Transmission (DCT) is the combined dual clutch system. The DSG acronym is originally derived from the German word of “DoppelSchaltGetriebe” but it also has an English alternative of “Direct Shift Gearbox”. The reason for the naming is that there are two transmission systems integrated into one. Transmission one includes the odd gears (first, third, fifth and reverse), while transmission two contains the even gears (second, fourth and sixth). The combined dual clutch system switches from one to the other very quickly, releasing an odd gear and at the same time engaging a preselected even gear and vice versa. Using this arrangement, gears can be changed without interrupting the traction from the engine to the driven wheels. This allows dynamic acceleration and extremely fast gear shifting times that are below human perception
Layout of a dual clutch transmission system (Source: howstuffworks.com)
Figure  Layout of a dual clutch transmission system (Source: howstuffworks.com)

 Hydrodynamic Transmission (HT)

The hydrodynamic torque converter and planetary gear transmissions can be found in premium segment passenger cars, commercial vehicles and buses. The design of the hydrodynamic transmission with planetary gear is simple and clear as can be observed on the figure below. The main piece is the hydrodynamic counter-rotating torque converter. Situated in front of it are the impeller brake, the direct gear clutch, the differential transmission, the input clutch and the overdrive clutch. A hydraulic torsional vibration damper at the transmission input reduces engine vibrations effectively. Behind the converter, an epicyclical gear combines the hydrodynamic and mechanical forces. The final set of planetary gears activates the reverse gear and, during braking, also the retarder Gear-shifting commands are placed by the electronic control system; gear shifting occurs electro-hydraulically, with solenoid valves. The transmission electronic control unit is in continuous data exchange with other ECUs like engine and the brake system management to provide a harmonized control.
Cross sectional diagram of a hydrodynamic torque converter with planetary gear (Source: Voith)
Figure  Cross sectional diagram of a hydrodynamic torque converter with planetary gear (Source: Voith)

 Continuously Variable Transmission (CVT)

The Continuously Variable Transmission (CVT) ideally matches the needs of vehicle traction. This is also beneficial in terms of fuel consumption, pollutant emissions, acceleration and driving comfort. The first series production CVT appeared in 1959 in a DAF city car, but technology limitations made it suitable for engines with less than 100 horsepower. The enhanced versions with electronic control capable of handling more powerful engines can be found in the production line of several major OEM.
While traditional automatic transmissions use a set of gears that provides a given number of ratios there are no gears in CVT transmissions, but two V-shaped variable-diameter pulleys connected with a metal belt. One pulley is connected to the engine, the other to the driven wheels.
CVT operation at high-speed and low-speed (Source: Nissan)
CVT operation at high-speed and low-speed (Source: Nissan)
Figure  CVT operation at high-speed and low-speed (Source: Nissan)

Changing the diameter of the pulleys varies the transmission ratio (the number of times the output shaft spins for each revolution of the engine). Illustrated in the figures above, as the engine (input) pulley width increases and the tire (output) pulley width decreases, the engine pulley becomes smaller than the tire pulley for the diameter of the part where the pulley and the belt are in contact. This is the state of being in low gear. Vice versa, as the engine pulley width decreases and the tire pulley width increases, the diameter of the part where belt and pulley are in contact grows larger for the engine pulley than the tire pulley, which is the state of being in high gear. The main advantage of the CVT is that pulley width can be continuously changed, allowing the system to change transmission gear ratio smoothly and without steps .
The controls for a CVT are the same as an automatic: Two pedals (accelerator and brake) and a P-R-N-D-L-style shift pattern.

 V2V interactions (Source: http://www.kapsch.net)

 Nowadays the developed countries are increasingly characterized by a pervasive computing environment. The people’s living environments are emerging based upon information resource provided by the connections of various communication networks. New handheld devices like smartphones and tablets enhance information processing and global access of users. During the last decade, advances in both hardware and software technologies have resulted in the need for connecting the vehicles with each other. In this chapter first the basic theory of the Mobile Ad Hoc Networks are introduced, then the available functions and the advantages of the vehicle to vehicle interactions are detailed. 


      Vehicular Ad Hoc Network, VANET (source: http://car-to-car.org) 


                                    X  .  IIIII  

           Why does a touchscreen not work when it is wet or the fingers of user are wet? 


The touchscreen used in the smartphones now a days uses the Capacitive sensing technology.
Earlier the smartphones had a Resistive touchscreen which used a stylus to operate. It works on the principle of pressure applied on the screen with the finger. It could also operate with a gloved hand.
Today, the most commonly used is the Capacitive Touchscreen which relies on the electrical properties of the human body to detect when and where on a display the user touches.

 
This facilitates the detection of very light touches of a finger and does not work well with a gloved hand as the cloth restricts the electrical conductivity of the body to interact with the screen.
Now, we are aware of the fact that water is a good electric conductor (unless pure water). Then why doesn’t the phone work with sweaty hands or wet fingers?
This happens because the water is also conductive and this causes error in the capacitive measurement which confuses the receptors of the touchscreen.
When you have wet hands, you inevitably touch parts of the screen other than where you want to. The phone doesn't know what is your finger and what is water. All it knows is it is being touched in multiple places and hence becomes unresponsive.
This is a graph displaying the similarity of the signal level of the water droplet and the finger touching the screen of the phone.  

                           

                            
Hence, the performance of the touch screen is compromised when you use it with wet hands.
The corrective method for this problem is to incorporate the “Self - capacitance” mode of touch sensing. 

                             

The Raw Count shown in the figure is the unfiltered output from the sensor. The Baseline is a continuously updated estimate of the average Raw Count level when a finger is not present. The Baseline provides a reference point for determining when a finger is present on the sensing surface.

Fingers and water interact in a similar, but not identical, way with electric fields. There is enough difference between the two to make possible techniques for discriminating between a touch and a spill.
On printed circuit boards and flex circuits, a practical level of water tolerance is achieved with the use of a shield electrode and guard sensor. These special electrodes add no material cost to the system since they are incorporated into the same circuit board layout as the touch sensors, as shown in Figure 3 below. 

 Figure 3. The shield electrode and guard sensor are added to the printed circuit board layout to add water tolerance to standard touch sensors.
The purpose of the shield electrode is to set up an electric field pattern around the touch sensors that helps attenuate the effects of water. The purpose of the guard sensor is to detect abnormally high liquid levels so the system can react appropriately. 


       Hasil gambar untuk rangkaian touchscreen  



                                                                       X  .  IIIIII  


                                Hasil gambar untuk rangkaian touchscreen 

                                Touchscreens  

                        The infrared touchscreen on a Sony ebook reader.  

The Sony ebook Reader features an infrared touchscreen (described in more detail below). That eliminates the need for a separate keyboard and allows the gadget to be much smaller and more portable. You press the screen to turn pages and create bookmarks, and you can use a pop-up on-screen keyboard to make notes in the books you're reading, as I'm doing here.

Once upon a time, the way to get a computer to do something useful was to feed it a stack of cards with holes punched into them. Thankfully, things have moved on a lot since then. Now we can get our computers to do things simply by pointing and clicking with a mouse—or even by speaking ordinary commands with voice recognition software. But there's a revolution coming that will make computers even easier to use—with touch-sensitive screens. Cellphones like Apple's iPhone, ebook readers, and some MP3 players already work with simple, touch controls—and computers are starting to work that way too. Touchscreens are intuitively easy to use, but how exactly do they work?  

 

Keyboards and switches

Computer keyboard pressure sensors

A touchscreen is a bit like an invisible keyboard glued to the front of your computer monitor. To understand how it works, it helps if you know something about how an ordinary keyboard works first. You can find out about that in our article on computer keyboards, but here's a quick reminder. Essentially, every key on a keyboard is an electrical switch. When you push a key down, you complete an electric circuit and a current flows. The current varies according to the key you press and that's how your computer figures out what you're typing.
In a bit more detail, here's what happens. Inside a keyboard, you'll find there are two layers of electrically conducting plastic separated by an insulating plastic membrane with holes in it. In fact, there's one hole underneath each key. When you press a key, you push the top conductor layer down towards the bottom layer so the two layers meet and touch through the hole. A current flows between the layers and the computer knows you've pressed a key. Little springy pieces of rubber underneath each key make them bounce back to their original position, breaking the circuit when you release them.
Touchscreens have to achieve something similar to this on the surface on your computer screen. Obviously they can't use switches, membranes, and bits of plastic or they'd block the view of the screen below. So they have to use more cunning tricks for sensing your touch—completely invisibly!
Photo: This is the sensitive, switch layer from inside a typical PC keyboard. It rests under the keys and detects when you press them. There are three separate layers of plastic here. Two of them are covered in electrically conducting metal tracks and there's an insulating layer between them with holes in it. The dots you can see are places where the keys press the two conducting layers together. The lines are electrical connections that allow tiny electric currents to flow when the layers are pressed tightly together. 


How touchscreens work

Different kinds of touchscreen work in different ways. Some can sense only one finger at a time and get extremely confused if you try to press in two places at once. Others can easily detect and distinguish more than one key press at once. These are some of the main technologies:

Resistive

Resistive touchscreens (currently the most popular technology) work a bit like "transparent keyboards" overlaid on top of the screen. There's a flexible upper layer of conducting polyester plastic bonded to a rigid lower layer of conducting glass and separated by an insulating membrane. When you press on the screen, you force the polyester to touch the glass and complete a circuit—just like pressing the key on a keyboard. A chip inside the screen figures out the coordinates of the place you touched.
How a resistive touchscreen works
When you press a resistive touchscreen, you push two conducting layers together so they make contact, a bit like an ordinary computer keyboard.

Capacitive

These screens are made from multiple layers of glass. The inner layer conducts electricity and so does the outer layer, so effectively the screen behaves like two electrical conductors separated by an insulator—in other words, a capacitor. When you bring your finger up to the screen, you alter the electrical field by a certain amount that varies according to where your hand is. Capacitive screens can be touched in more than one place at once. Unlike most other types of touchscreen, they don't work if you touch them with a plastic stylus (because the plastic is an insulator and stops your hand from affecting the electric field).
How a capacitive touchscreen works
In a capacitive touchscreen, the whole screen is like a capacitor. When you bring your finger up close, you affect the electric field that exists between the inner and outer glass.

Infrared

Just like the magic eye beams in an intruder alarm, an infrared touchscreen uses a grid pattern of LEDs and light-detector photocells arranged on opposite sides of the screen. The LEDs shine infrared light in front of the screen—a bit like an invisible spider's web. If you touch the screen at a certain point, you interrupt two or more beams. A microchip inside the screen can calculate where you touched by seeing which beams you interrupted. The touchscreen on Sony Reader ebooks (like the one pictured in our top photo) works this way. Since you're interrupting a beam, infrared screens work just as well whether you use your finger or a stylus.
How an infrared touchscreen works
An infrared touchscreen uses the same magic-eye technology that Tom Cruise had to dodge in the movie Mission Impossible. When your fingers move up close, they break invisible beams that pass over the surface of the screen between LEDs on one side and photocells on the other.

Surface Acoustic Wave

Surprisingly, this touchscreen technology detects your fingers using sound instead of light. Ultrasonic sound waves (too high pitched for humans to hear) are generated at the edges of the screen and reflected back and forth across its surface. When you touch the screen, you interrupt the sound beams and absorb some of their energy. The screen's microchip controller figures out from this where exactly you touched the screen.
How a surface-acoustic wave touchscreen works

A surface-acoustic wave screen is a bit like an infrared screen, but your finger interrupts high-frequency sound beams rippling over the surface instead of invisible light beams.

Near field imaging

Have you noticed how an old-style radio can buzz and whistle if you move your hand toward it? That's because your body affects the electromagnetic field that incoming radio waves create in and around the antenna. The closer you get, the more effect you have. Near field imaging (NFI) touchscreens work a similar way. As you move your finger up close, you change the electric field on the glass screen, which instantly registers your touch. Much more robust than some of the other technologies, NFI screens are suitable for rough-and-tough environments (like military use). Unlike most of the other technologies, they can also detect touches from pens, styluses, or hands wearing gloves.

How a near-field imaging touchscreen works

With a near-field imaging screen, small voltages are applied at the corners, producing an electric field on the surface. Your finger alters the field as it approaches.

Light pens

Light pens were an early form of touchscreen technology, but they worked in a completely different way to modern touchscreens. In old-style computer screens, the picture was drawn by an electron beam that scanned back and forth, just like in a cathode-ray tube television. The pen contained a photoelectric cell that detected the electron beam as it passed by, sending a signal to the computer down a cable. Since the computer knew exactly where the electron beam was at any moment, it could figure out where the pen was pointing. Light pens could be used either to select menu items or text from the screen (similar to a mouse) or, as shown in the picture here, to draw computer graphics.

NASA scientist drawing on an IBM computer screen with a light pen in 1973

Drawing on a screen with a light pen back in 1973. Although you can't see it from this photo, the light pen is actually connected to the computer by a long electric cable. Photo by courtesy of NASA Ames Research Center (NASA-ARC).

Advantages of touchscreens

A person buys rail tickets using a touchscreen kiosk 


The great thing about touchscreen technology is that it's incredibly easy for people to use. Touchscreens can display just as much information (and just as many touch buttons) as people need to complete a particular task and no more, leading people through quite a complex process in a very simple, systematic way. That's why touchscreen technology has proved perfect for public information kiosks, ticket machines at railroad stations, electronic voting machines, self-service grocery checkouts, military computers, and many similar applications where computers with screens and keyboards would be too troublesome to use.
Photo: Touchscreens are widely used in outdoor applications, such as ticket machines at railroad stations. They're popular with customers, since you can often buy your train ticket more quickly without waiting in line. They're also good news for the station operator, since machines like this work out cheaper than paying a human sales person.
Some of us are lucky enough to own the latest touch phones, which have multi-touch screens. The big advantage here is that the display can show you a screen geared to exactly what you're trying to do with it. If you want to make a phone call, it can display the ordinary digits 0–9 so you can dial. If you want to send an SMS text message, it can display a keyboard (in alphabetical order or typewriter-style QWERTY order, if you prefer). If you want to play games, the display can change yet again. Touchscreen displays like this are incredibly versatile: minute by minute, they change to meet your expectations.
All of us with smartphones (modern cellphones), ebook readers, and tablet computers are now very familiar with touchscreen technology. Back in 2008, Microsoft announced that touch technologies would feature prominently in future versions of the Windows operating system—potentially making computer mice and keyboards obsolete—but almost a decade later, most of us are still locked into our old-style computers and operating systems, and the old ways of using them. Though it could be a while before we're all prodding and poking our desktop computers into action, touchscreen technology is definitely something we'll be seeing more of in future!


Who invented touchscreens?

Automobiles, airplanes, computers, and steam engines—touchscreens belong in the company of these illustrious inventions because they lack a unique inventor and a definitive, "Eureka" moment of invention: in other words, no single man or woman invented the touchscreen.
The first invention that bears any kind of resemblance to using a modern touchscreen was called a light pen (featured in the photo up above), a stylus with a photocell in one end, and a wire running into the computer at the other end, that could draw graphics on a screen. It was developed in the early 1950s and formed a part of one of the first computer systems to feature graphics, Project Whirlwind. Light pens didn't really work like modern touchscreens, however, because there was nothing special about the screen itself: all the clever stuff happened inside the pen and the computer it was wired up to.

Elographics 1970s touchscreen design from US Patent 3,911,215.

During the 1960s and early 1970s, another key strand in the development of touchscreens came from the work of computer scientists who specialized in a field called human-computer interaction (HCI), which sought to bridge the gap between people and computers. Among them were Douglas Engelbart, inventor of the computer mouse; Ivan Sutherland, a pioneer of computer graphics and virtual reality; and Alan Kay, a colleague of Sutherland's who helped to pioneer the graphical user interface (or GUI—the picture-based desktop used on virtually all modern computers).
The first gadget that worked in any way like a modern touchscreen was called a "Discriminating Contact Sensor," and it was patented on October 7, 1975 by George S. Hurst and William C. Colwell of Elographics, Inc. Much like a modern resistive touchscreen, it was a device with two electrically conducting contact layers separated by an insulating layer that you could press together with a pen. Crucially, it was designed to be operated "with a writing instrument [the patent drawings show a pen] and not by any portion of a writer's hand". So it wasn't like a modern, finger-operated touchscreen device.
Photo: Artwork: Left: This early touchscreen by Elographics was patented in 1975. It has an outer case (26, yellow) and a top contact layer (27, orange) on which you can write with anything you like (28). As you scribble away, you press the top contact layer (blue, 23) down onto the bottom one (10, green) by squashing the small, well-spaced insulator buttons (dark blue, 25). An electrode (12) picks up the contact and uses resistance to figure out which part of the screen you've touched. From US Patent #3,911,215: Discriminating Contact Sensor by George S. Hurst and William C. Colwell, Elographics, Inc., courtesy of US Patent and Trademark Office. 

An Apple Newton next to an Apple iPhone.

Many people think touchscreens only arrived when Steve Jobs unveiled Apple's iPhone in 2007—but touch-operated, handheld computers had already been around for 20 years by then. One of the first was the Linus Write-Top, a large tablet computer released in 1987. Five years later, Apple released the ancestor of its iPhone in the shape of Newton, a handheld computer manufactured by the Japanese Sharp Corporation. Operated by a pen-like stylus, it featured pioneering but somewhat erratic handwriting recognition but was never a commercial success. Touchscreen input and handwriting recognition also featured in the Palm series of PDAs (personal digital assistants), which were hugely popular in the mid-1990s.
From iPhones and iPads to ebooks and tablets, all modern touchscreen gadgets owe something to these pioneering inventors and their scribbling machines!
Photo: Right: Now that's what I call miniaturization! An Apple Newton from the early 1990s (left) alongside a modern iPhone (right). Photo courtesy of Blake Patterson published on Flickr under a Creative Commons Licence.


                                                                   X  .  IIIIII 

 The Evolution of Touchscreen Technology           


Surprisingly enough, the first touchscreen device was capacitive (like modern phones, rather than the resistive technology of the 1980s and 1990s) and dates back to around 1966. The device was a radar screen, used by the Royal Radar Establishment for air traffic control, and was invented by E. A. Johnson, for that purpose. The touchscreen was bulky, slow, imprecise, and very expensive, but (to its credit) remained in use until the 1990s). The technology proved to be largely impractical, and not much progress was made for almost a decade. 


The technology used in this kind of monotouch capacitive screen is actually pretty simple. You use a sheet of a conductive, transparent material, and you run a small current through it (creating a static field) and measure the current at each of the four corners. When an object like a finger touches the screen, the gap between it and the charged plate forms a capacitor. By measuring the change in capacitance at each corner of the plate, you can figure out where the touch event is occurring, and report it back to the central computer. This kind of capacitive touchscreen works, but isn’t very accurate, and can’t log more than one touch event at a time. 


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The next major event in touchscreen technology was the invention of the resistive touchscreen in 1977, an innovation made by a company called Elographics. Resistive touchscreens work by using two sheets of flexible, transparent material, conductive lines etched onto both, in opposing directions. Each line is given a unique voltage, and the computer rapidly alternates between testing the voltage of each sheet. Both of the sets of lines (horizontal and vertical) can be tested for voltage, and the computer rapidly alternates between feeding current to the horizontal and testing for current in the vertical, and vice-versa. When an object is pressed against the screen, the lines on the two sheets make contact, and, the voltages provided by both combinations tell you which vertical and horizontal lines have been activated. The intersection of those lines give you the precise location of the touch event. Resistive screens have a very high accuracy and aren’t impacted by dust or water, but pay for those advantages with more cumbersome operation: the screens need significantly more pressure than capacitive (making swipe interactions with fingers impractical) and can’t register multiple touch events.
These touchscreens did, however, proved to be both good and cheap enough to be useful, and were used for various fixed-terminal applications, including industrial machine controllers, ATMs, and checkout devices. Touchscreens didn’t really hit their stride until the 1990s, though, when mobile devices first began to hit the market. The Newton, the first PDA, released in 1997 by Apple, Inc. was a then-revolutionary device that combined a calculator, a calendar, an address book, and and a note-taking app. It used a resistive touchscreen to make selections and input text (via early handwriting recognition), and did not support wireless communication. 

NewtonPDA

The PDA market continued to evolve through the early 2000s, eventually merging with cell phones to become the first smartphones. Examples included the early Treos and BlackBerry devices. However, these devices were stylus dependent, and usually attempted to imitate the structure of desktop software, which became cumbersome on a tiny, stylus-operated touch screen. These devices (a bit like Google Glass today) were exclusively the domain of power-nerds and businesspeople who actually needed the ability to read their email on the go. Google Glass Review and Giveaway Google Glass Review and Giveaway We were lucky enough to get a pair of Google Glass to review, and we're giving it away!  


That changed in 2007 with the introduction of the iPhone that you just watched. The iPhone introduced an accurate, inexpensive, multi-touch screen. The multi-touch screens used by the iPhone rely on a carefully etched matrix of capacitance-sensing wires (rather than relying on changes to the whole capacitance of the screen, this scheme can detect which individual wells are building capacitance). This allows for dramatically greater precision, and for registering multiple touch events that are sufficiently far apart (permitting gestures like ‘pinch to zoom’ and better virtual keyboards).  

The big innovation that the iPhone brought with it, though, was the idea of physicalist software. Virtual objects in iOS obey physical intuitions – you can slide and flick them around, and they have mass and friction. It’s as though you’re dealing with a universe of two dimensional objects that you can manipulate simply by touching them. This allows for dramatically more intuitive user interfaces, because everyone comes with a pre-learned intuition for how to interact with physical things. This is probably the most important idea in human computer interaction since the idea of windows, and it’s been spreading: virtually all modern laptops support multi-touch gestures, and many of them have touchscreens.

Since the launch of the iPhone, a number of other mobile operating systems (notably Android and Windows Phone) have successfully reproduced the core good ideas of iOS, and, in many respects, exceeded them. However, the iPhone does get credit for defining the form factor and the design language that all future devices would work within.

What’s Next

Multi-touch screens will probably continue to get better in terms of resolution and number of simultaneous touch events that can be registered, but the real future is in terms of software, at least for now. Google’s new material design initiative is an effort to drastically restrict the kinds of UI interactions that are allowed on their various platforms, creating a standardized, intuitive language for interacting with software. The idea is to pretend that all user interfaces are made of sheets of magic paper, which can shrink or grow and be moved around, but can’t flip or perform other actions that wouldn’t be possible within the form factor of the device. Objects that the user is trying to remove must be dragged offscreen. When an element is moved, there is always something underneath it. All objects have mass and friction and move in a predictable fashion. 

In a lot of ways, material design is a further refinement of the ideas introduced in iOS, ensuring that all interactions with the software take place using the same language and styles; that users never have to deal with contradictory or unintuitive interaction paradigms. The idea is to enable users to very easily learn the rules for interacting with software, and be able to trust that new software will work in the ways that they expect it to.
On a larger note, human-computer interfaces are approaching the next big challenge, which amounts to taking the ‘screen’ out of touchscreen — the development of immersive interfaces designed to work with VR and AR platforms like the Oculus Rift (read our review) and future versions of Google Glass. Making touch interactions spatial, without the required gestures becoming tiring (“gorilla arm”) is a genuinely hard problem, and one that we haven’t solved yet. We’re seeing the first hints of what those interfaces might look like using devices like the Kinect and the Leap Motion (read our review), but those devices are limited because the content they’re displaying is still stuck to a screen. Making three dimensional gestures to interact with two dimensional content is useful, but it doesn’t have the same kind of intuitive ease that it will when our 3D gestures are interacting with 3D objects that seem to physically share space with us. When our interfaces can do that, that’s when we’ll have the iPhone moment for AR and VR, and that’s when we can really start to work out the design paradigms of the future in earnest.

The design of these future user interfaces will benefit from the work done on touch: virtual objects will probably have mass and friction, and enforce rigid hierarchies of depth. However, these sorts of interfaces have their own unique challenges: how do you input text? How do you prevent arm fatigue? How do you avoid blocking the user’s view with extraneous information? How do you grab an object you can’t feel?
These issues are still being figured out, and the hardware needed to facilitate these kinds of interfaces is still under development. Still, it’ll be here soon: certainly less than ten years, and probably less than five. Seven years from now, we may look back on this article the same way we look back on the iPhone keynote today, and wonder how we could have been so amazed about such obvious ideas.


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