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Theoretically guided HMI development for a driver
assistance system
Anke Schwarze
TU Braunschweig | Department of Research Methods and Biopsychology
Overview
  Principles of HMI-development
    classically designed HMIs
    behaviourally designed HMIs

  VIDE
    principle
    scenarios

  Assessment of VIDE
    subjective and objective data

  Adaptation to a specific situation

  Summary and outlook


             May 25th 2011 | Anke Schwarze | page 2
Classically designed HMIs
  presentation of information about the status of the vehicle
     information has to be perceived, processed, and an adequate reaction has to
      be identified and executed

  arbitrary stimulus-reaction-configurations are used
     the driver has to interpret the signal to produce the correct reaction

  the information processing of the driver is manipulated

                  the use of many cognitive resources is necessary




http://www.bmw.com/at/de/insights/technology/technology_guide/articles/_shared/img/info_display.jpg
http://www.maxxcount.de/maxxcount/CustomUpload/374O357O 340O370O356O 369O350O332O 352O375O375O322O366O372O365O 371O /Con_M _GATEWAY-CAN_FIS-Display2_gross.jpg
http://www.bmw.com/at/de/insights/technology/technology_guide/articles/_shared/img/multi_information_display.jpg




                            May 25th 2011 | Anke Schwarze | page 3
Reducing the amount of information processing


 Reduction of the necessary information processing of the driver if…

   …behaviourally relevant information is presented

   …pre-programmed and consolidated stimulus reaction
    configurations are used

   …the behaviour of the driver is manipulated




            May 25th 2011 | Anke Schwarze | page 4
Classical and behavioural approach
Classical approach                                    Behavioural approach

 information about the status of the car  behaviourally relevant signals

 use of arbitrary stimulus-reaction                   use of pre-programmed and
  configurations                                        consolidated stimulus-reaction links

 manipulation of the information                      manipulation of the behaviour of the
  processing of the driver                              driver


           communication                                     coupling of behaviour




             May 25th 2011 | Anke Schwarze | page 5
HMI development
Our „rational“ approach                                 levels of behavioural
                                                        control (Eggert, 2007)
  general strategy of developing HMIs
                                                        insight




                                                                                             complexity
  no substitution of cognitive systems
                                                        instructions
  analysis of the situation, identification of the     models
   optimal reaction
                                                        operant conditioning
  finding out how this reaction can be provoked        classical conditioning
 levels of behavioural control
                                                        imprinting
     if a fast and simple reaction is necessary:
       low level of behavioural control                 instincts




                                                                                 stability
     if a complex reaction is necessary and there
                                                        reflexes
       is no time pressure: high level of behavioural
       control

             May 25th 2011 | Anke Schwarze | page 6
Three core questions in the design of ADAS


  What does the behavioural repertoire of the driver consist of?

  Which situation-specific reaction should be elicited?

  How can the desired reaction be elicited most efficiently?




             May 25th 2011 | Anke Schwarze | page 7
APPLYING THE APPROACH IN THE
DESIGN OF A DRIVING
ASSISTANCE SYSTEM
   May 25th 2011 | Anke Schwarze | page 8
The assistance system – characteristics
 the assistance system should assist the driver during his normal driving
  task

 the HMI should be able (as a vision) to replace the classical cockpit
  instrumentation (e.g. tachometer…)

 all relevant information should be presented as easy as possible

 pratical implications (financial, legal, technical limitations…) are of
  secondary importance in the first concept stage




             May 25th 2011 | Anke Schwarze | page 9
Design of the HMI – main principles
 behaviourally relevant information instead of status information
   no information about the actual driving speed but information about the
    appropriateness of the driving speed
   no information about the absolute distance to another car but information
    about how dangerous the situation is („risk potential“)

 based on the behavioural repertoire of the driver
   longitudinal control: accelerating, braking
   lateral control: steering

 Which stimuli control behaviour?




             May 25th 2011 | Anke Schwarze | page 10
Spatial orientation
 spatially oriented reactions in driving (to the left, to the right,
  forward, backward)

 it seems reasonable to present stimuli spatially oriented as
  spatially oriented stimuli gain easily control over spatially oriented
  reactions




             May 25th 2011 | Anke Schwarze | page 11
Stimuli
 use of the dashboard behind the steering wheel

 visual stimuli




            May 25th 2011 | Anke Schwarze | page 12
Dynamic task – dynamic visualization
 dynamic task

 the behaviour of the driver changes the illustration in the display in a
  compatible way

                                                      accelerating
         appropriate

                                                             decelerate
         too fast


          too slow




            May 25th 2011 | Anke Schwarze | page 13
Appropriateness of driving speed



                                                   driving speed is appropriate
                                                   regarding the traffic situation
                                                   car symbol is in the middle of the
                                                   display

                                                   driving speed is inappropriate
                                                   (too high) regarding the traffic
                                                   situation
                                                   car symbol is shifted to the top of
                                                   the display



         May 25th 2011 | Anke Schwarze | page 14
Appropriateness of the distance to an object ahead




 if the distance to an object ahead
  is too small a risk potential arises
 this is illustrated by a longitudinal
  colour gradient




             May 25th 2011 | Anke Schwarze | page 15
Appropriateness of the distance to the front car




                                                    distance to the car ahead is too
                                                    small
                                                    yellow colour gradient from the
                                                    top

                                                    distance to the car ahead is critical
                                                    red colour gradient from the top




          May 25th 2011 | Anke Schwarze | page 16
Appropriateness of the lateral position




                                                    distance to the left lane marking is
                                                    too small
                                                    yellow colour gradient from the
                                                    left




          May 25th 2011 | Anke Schwarze | page 17
Appropriateness of the lateral position



                                                    distance to the left lane marking is
                                                      too small/critical
                                                    yellow/red colour gradient from
                                                      the left



                                                    distance to the right lane marking is
                                                      too small/critical
                                                    yellow/red colour gradient from
                                                      the right



          May 25th 2011 | Anke Schwarze | page 18
Further principles and elements
 safety signal: car symbol is located in the middle of the
  display, no colour gradients are visible
  presentation of signals only if the driver has to change his
  behaviour (shifting the car symbol, colour gradients)



 additional important information in specific critical situations
   if particular functions of the vehicle achieve a critical status,
    e. g. the level of oil is far too low, VIDE gives short
    commands like
    “Please pull over to the side of the road and stop the
    engine.”




             May 25th 2011 | Anke Schwarze | page 19
Assessment of VIDE (Goralzik, 2009)
Hypotheses

Driving with VIDE results in smaller integrals of speeding for each characteristic of
the track than driving with the classical instrumentation.

This should hold for different courses of the track and zones of different speed
limits.




              May 25th 2011 | Anke Schwarze | page 20
Assessment of VIDE – Method
Configuration stage realised in the study

 appropriateness of driving speed regarding the
    given speed limit
    course of the track

 appropriateness of the
    distance to the lane markings




             May 25th 2011 | Anke Schwarze | page 21
Assessment of VIDE – Method



 HMI-lab of the German Aerospace
  Center in Braunschweig

 26 participants (mdn=38 years,
  range=24-59 years)

 at least five years of driving practice
  (mdn=22 years, range=7-42 years)




              May 25th 2011 | Anke Schwarze | page 22
Assessment of VIDE – Method




km/h-                course of the track
max.

                     rural road                 motor-
                                                way
        straight   left-hand      right-hand
                   bend           bend
60          +          +               +
80          +          +               +           +
100         +                                      +
120                                                +
130                                                +




                   May 25th 2011 | Anke Schwarze | page 23
Assessment of VIDE – Method
 comparison of driving with VIDE and
  driving with classical instrumentation
  (tachometer, revolution counter)
 no vehicles ahead

                                                              classical
                                                              instrumentation




                                                       VIDE




             May 25th 2011 | Anke Schwarze | page 24
Assessment of VIDE – Method
 questionnaire to investigate several aspects of acceptance

      subjective perception of safety
      comprehensibility
      comfort
      usefulness
      perceived control
      perceived degree of efficiency
      irritability
      conformity with expectancies
      appropriateness of driving behaviour
      intentions to use the system
      requests for modifications concerning the design of VIDE



               May 25th 2011 | Anke Schwarze | page 26
Assessment of VIDE – Analysis
 calculation of the integral of the actual driving speed [m/s] as a function of
  simulator runtime [s] when the given speed limit had been exceeded
    larger integrals imply a larger extent of speeding


 analysis of the difference between the averaged integral while driving with VIDE
  and while driving with classical instrumentation with a permutation test for
  dependent samples (statistic: difference of means)




              May 25th 2011 | Anke Schwarze | page 27
Assessment of VIDE – Significant results
straight parts
 80 km/h: t(25)=-5,36; p<0,01
 100 km/h: t(25)=-2,74; p<0,01

left-hand bends
 80 km/h: t(25)=-3,64; p<0,01

right-hand bends
 80 km/h: t(25)=-3,98; p<0,01

 driving with VIDE caused less speeding in some of the configurations of the
  track when compared to the classical instrumentation




             May 25th 2011 | Anke Schwarze | page 28
Assessment of VIDE – Questionnaire

        Preferences of VIDE in comparison to the classical instrumentation
   Item                                                          %
                                                     „Classical       „New
                                                      display“      display“a
   The information of which display made you feel
                                                        30.8           69.2
   safer?

   Which display do you deem more reasonable?                               38.5                61.5

   Which display influenced you more while driving?                         23.1                76.9

   Which display made you drive more
                                                                             11.5               84.6
   appropriately?b
                                                                             „No“              „Yes“
   Do you believe that the new displaya allows for
   safer driving?                                                            7.7                92.3
   Note. aThe notation ”New display“ corresponds to VIDE. bMissing values cause the categories not to sum up
   to 100 per cent.



               May 25th 2011 | Anke Schwarze | page 29
Research project „FAMOS – Galileo for Future Automotive Systems“
(funded by the Federal Ministry of Economics and Technology)




   ADAPTATION OF VIDE TO A
   NEW SITUATION
             May 25th 2011 | Anke Schwarze | page 30
Merging into motorway traffic
the driver is assisted in
 changing from the acceleration
   lane onto the motorway
 adapting driving speed
 keeping an appropriate distance
 lane keeping

no automatic lane change!


                                                              DLR

development of different levels of assistance (German Aerospace Center)
 basic functions - finding a gap - guidance to a gap - partly automated


           May 25th 2011 | Anke Schwarze | page 31
Dashboard of Volkswagen
 multi-function display between revolution counter and tachometer

 need for information about the driving speed (field tests)




                                                      original image: www.volkswagen.de


            May 25th 2011 | Anke Schwarze | page 32
Adaptation to a lane change
the main elements of VIDE are kept
 appropriateness of the distance to a vehicle ahead and to the lane
   markings illustrated by colour gradients
 appropriateness of driving speed illustrated by the dynamic shift of the
   car symbol

the new element
 vehicles at the motorway produce a risk potential during and after a
   lane change
 it is projected how large the distance to the other vehicles will be during
   and after a lane change, in dependence of the driving speeds
 anticipated risk potential if a lane change is performed right now
   illustrated by an additional lateral colour gradient


            May 25th 2011 | Anke Schwarze | page 33
Design
 transfer of the principles into a
  perspective design

    all elements remain
    perspectivic adaptation
    realistic car symbol

 fitting the information of the level
  of assistance and the mode into
  the display




             May 25th 2011 | Anke Schwarze | page 34
Acoustic signals
additional assistance by acoustic signals in specific situations
 e.g. lane change is possible, level of assistance is changed, strategy is
  changed

 guiding attention
 enhancing attention

 example: „gong“ sound which signals the possibility of a lange change
  without a risk potential




            May 25th 2011 | Anke Schwarze | page 35
Summary
 integrated HMI concept for different assistance functions

   integration of behaviourally relevant data from different sources

   concept of a universal interface between car and driver

   possibility of coupling the behaviour of the driver and the car via an adequate
    HMI

   possibility of integrating additional information in specific situations




              May 25th 2011 | Anke Schwarze | page 36
Outlook
 integrating more information in order to calculate the appropriateness of
  driving manner more accurately

 adapting VIDE to the individual driver in order to effectively influence his
  behaviour towards a safer driving manner

 identification of further situations for which the display has to be
  expanded or modified




            May 25th 2011 | Anke Schwarze | page 37
Thank you very much for your attention!




                                                   Dr. Anke Schwarze
                                                   anke.schwarze@tu-bs.de

                                                   Technische Universität Braunschweig
                                                   Department of Research Methods and
                                                   Biopsychology (IPMB)




         May 25th 2011 | Anke Schwarze | page 38

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Theoretically guided HMI development for a driver assistance system

  • 1. Theoretically guided HMI development for a driver assistance system Anke Schwarze TU Braunschweig | Department of Research Methods and Biopsychology
  • 2. Overview  Principles of HMI-development  classically designed HMIs  behaviourally designed HMIs  VIDE  principle  scenarios  Assessment of VIDE  subjective and objective data  Adaptation to a specific situation  Summary and outlook May 25th 2011 | Anke Schwarze | page 2
  • 3. Classically designed HMIs  presentation of information about the status of the vehicle  information has to be perceived, processed, and an adequate reaction has to be identified and executed  arbitrary stimulus-reaction-configurations are used  the driver has to interpret the signal to produce the correct reaction  the information processing of the driver is manipulated the use of many cognitive resources is necessary http://www.bmw.com/at/de/insights/technology/technology_guide/articles/_shared/img/info_display.jpg http://www.maxxcount.de/maxxcount/CustomUpload/374O357O 340O370O356O 369O350O332O 352O375O375O322O366O372O365O 371O /Con_M _GATEWAY-CAN_FIS-Display2_gross.jpg http://www.bmw.com/at/de/insights/technology/technology_guide/articles/_shared/img/multi_information_display.jpg May 25th 2011 | Anke Schwarze | page 3
  • 4. Reducing the amount of information processing  Reduction of the necessary information processing of the driver if… …behaviourally relevant information is presented …pre-programmed and consolidated stimulus reaction configurations are used …the behaviour of the driver is manipulated May 25th 2011 | Anke Schwarze | page 4
  • 5. Classical and behavioural approach Classical approach Behavioural approach  information about the status of the car  behaviourally relevant signals  use of arbitrary stimulus-reaction  use of pre-programmed and configurations consolidated stimulus-reaction links  manipulation of the information  manipulation of the behaviour of the processing of the driver driver communication coupling of behaviour May 25th 2011 | Anke Schwarze | page 5
  • 6. HMI development Our „rational“ approach levels of behavioural control (Eggert, 2007)  general strategy of developing HMIs insight complexity  no substitution of cognitive systems instructions  analysis of the situation, identification of the models optimal reaction operant conditioning  finding out how this reaction can be provoked classical conditioning levels of behavioural control imprinting  if a fast and simple reaction is necessary: low level of behavioural control instincts stability  if a complex reaction is necessary and there reflexes is no time pressure: high level of behavioural control May 25th 2011 | Anke Schwarze | page 6
  • 7. Three core questions in the design of ADAS  What does the behavioural repertoire of the driver consist of?  Which situation-specific reaction should be elicited?  How can the desired reaction be elicited most efficiently? May 25th 2011 | Anke Schwarze | page 7
  • 8. APPLYING THE APPROACH IN THE DESIGN OF A DRIVING ASSISTANCE SYSTEM May 25th 2011 | Anke Schwarze | page 8
  • 9. The assistance system – characteristics  the assistance system should assist the driver during his normal driving task  the HMI should be able (as a vision) to replace the classical cockpit instrumentation (e.g. tachometer…)  all relevant information should be presented as easy as possible  pratical implications (financial, legal, technical limitations…) are of secondary importance in the first concept stage May 25th 2011 | Anke Schwarze | page 9
  • 10. Design of the HMI – main principles  behaviourally relevant information instead of status information  no information about the actual driving speed but information about the appropriateness of the driving speed  no information about the absolute distance to another car but information about how dangerous the situation is („risk potential“)  based on the behavioural repertoire of the driver  longitudinal control: accelerating, braking  lateral control: steering  Which stimuli control behaviour? May 25th 2011 | Anke Schwarze | page 10
  • 11. Spatial orientation  spatially oriented reactions in driving (to the left, to the right, forward, backward)  it seems reasonable to present stimuli spatially oriented as spatially oriented stimuli gain easily control over spatially oriented reactions May 25th 2011 | Anke Schwarze | page 11
  • 12. Stimuli  use of the dashboard behind the steering wheel  visual stimuli May 25th 2011 | Anke Schwarze | page 12
  • 13. Dynamic task – dynamic visualization  dynamic task  the behaviour of the driver changes the illustration in the display in a compatible way accelerating appropriate decelerate too fast too slow May 25th 2011 | Anke Schwarze | page 13
  • 14. Appropriateness of driving speed driving speed is appropriate regarding the traffic situation car symbol is in the middle of the display driving speed is inappropriate (too high) regarding the traffic situation car symbol is shifted to the top of the display May 25th 2011 | Anke Schwarze | page 14
  • 15. Appropriateness of the distance to an object ahead  if the distance to an object ahead is too small a risk potential arises  this is illustrated by a longitudinal colour gradient May 25th 2011 | Anke Schwarze | page 15
  • 16. Appropriateness of the distance to the front car distance to the car ahead is too small yellow colour gradient from the top distance to the car ahead is critical red colour gradient from the top May 25th 2011 | Anke Schwarze | page 16
  • 17. Appropriateness of the lateral position distance to the left lane marking is too small yellow colour gradient from the left May 25th 2011 | Anke Schwarze | page 17
  • 18. Appropriateness of the lateral position distance to the left lane marking is too small/critical yellow/red colour gradient from the left distance to the right lane marking is too small/critical yellow/red colour gradient from the right May 25th 2011 | Anke Schwarze | page 18
  • 19. Further principles and elements  safety signal: car symbol is located in the middle of the display, no colour gradients are visible presentation of signals only if the driver has to change his behaviour (shifting the car symbol, colour gradients)  additional important information in specific critical situations  if particular functions of the vehicle achieve a critical status, e. g. the level of oil is far too low, VIDE gives short commands like “Please pull over to the side of the road and stop the engine.” May 25th 2011 | Anke Schwarze | page 19
  • 20. Assessment of VIDE (Goralzik, 2009) Hypotheses Driving with VIDE results in smaller integrals of speeding for each characteristic of the track than driving with the classical instrumentation. This should hold for different courses of the track and zones of different speed limits. May 25th 2011 | Anke Schwarze | page 20
  • 21. Assessment of VIDE – Method Configuration stage realised in the study  appropriateness of driving speed regarding the  given speed limit  course of the track  appropriateness of the  distance to the lane markings May 25th 2011 | Anke Schwarze | page 21
  • 22. Assessment of VIDE – Method  HMI-lab of the German Aerospace Center in Braunschweig  26 participants (mdn=38 years, range=24-59 years)  at least five years of driving practice (mdn=22 years, range=7-42 years) May 25th 2011 | Anke Schwarze | page 22
  • 23. Assessment of VIDE – Method km/h- course of the track max. rural road motor- way straight left-hand right-hand bend bend 60 + + + 80 + + + + 100 + + 120 + 130 + May 25th 2011 | Anke Schwarze | page 23
  • 24. Assessment of VIDE – Method  comparison of driving with VIDE and driving with classical instrumentation (tachometer, revolution counter)  no vehicles ahead classical instrumentation VIDE May 25th 2011 | Anke Schwarze | page 24
  • 25. Assessment of VIDE – Method  questionnaire to investigate several aspects of acceptance  subjective perception of safety  comprehensibility  comfort  usefulness  perceived control  perceived degree of efficiency  irritability  conformity with expectancies  appropriateness of driving behaviour  intentions to use the system  requests for modifications concerning the design of VIDE May 25th 2011 | Anke Schwarze | page 26
  • 26. Assessment of VIDE – Analysis  calculation of the integral of the actual driving speed [m/s] as a function of simulator runtime [s] when the given speed limit had been exceeded  larger integrals imply a larger extent of speeding  analysis of the difference between the averaged integral while driving with VIDE and while driving with classical instrumentation with a permutation test for dependent samples (statistic: difference of means) May 25th 2011 | Anke Schwarze | page 27
  • 27. Assessment of VIDE – Significant results straight parts  80 km/h: t(25)=-5,36; p<0,01  100 km/h: t(25)=-2,74; p<0,01 left-hand bends  80 km/h: t(25)=-3,64; p<0,01 right-hand bends  80 km/h: t(25)=-3,98; p<0,01  driving with VIDE caused less speeding in some of the configurations of the track when compared to the classical instrumentation May 25th 2011 | Anke Schwarze | page 28
  • 28. Assessment of VIDE – Questionnaire Preferences of VIDE in comparison to the classical instrumentation Item % „Classical „New display“ display“a The information of which display made you feel 30.8 69.2 safer? Which display do you deem more reasonable? 38.5 61.5 Which display influenced you more while driving? 23.1 76.9 Which display made you drive more 11.5 84.6 appropriately?b „No“ „Yes“ Do you believe that the new displaya allows for safer driving? 7.7 92.3 Note. aThe notation ”New display“ corresponds to VIDE. bMissing values cause the categories not to sum up to 100 per cent. May 25th 2011 | Anke Schwarze | page 29
  • 29. Research project „FAMOS – Galileo for Future Automotive Systems“ (funded by the Federal Ministry of Economics and Technology) ADAPTATION OF VIDE TO A NEW SITUATION May 25th 2011 | Anke Schwarze | page 30
  • 30. Merging into motorway traffic the driver is assisted in  changing from the acceleration lane onto the motorway  adapting driving speed  keeping an appropriate distance  lane keeping no automatic lane change! DLR development of different levels of assistance (German Aerospace Center)  basic functions - finding a gap - guidance to a gap - partly automated May 25th 2011 | Anke Schwarze | page 31
  • 31. Dashboard of Volkswagen  multi-function display between revolution counter and tachometer  need for information about the driving speed (field tests) original image: www.volkswagen.de May 25th 2011 | Anke Schwarze | page 32
  • 32. Adaptation to a lane change the main elements of VIDE are kept  appropriateness of the distance to a vehicle ahead and to the lane markings illustrated by colour gradients  appropriateness of driving speed illustrated by the dynamic shift of the car symbol the new element  vehicles at the motorway produce a risk potential during and after a lane change  it is projected how large the distance to the other vehicles will be during and after a lane change, in dependence of the driving speeds  anticipated risk potential if a lane change is performed right now illustrated by an additional lateral colour gradient May 25th 2011 | Anke Schwarze | page 33
  • 33. Design  transfer of the principles into a perspective design  all elements remain  perspectivic adaptation  realistic car symbol  fitting the information of the level of assistance and the mode into the display May 25th 2011 | Anke Schwarze | page 34
  • 34. Acoustic signals additional assistance by acoustic signals in specific situations  e.g. lane change is possible, level of assistance is changed, strategy is changed  guiding attention  enhancing attention  example: „gong“ sound which signals the possibility of a lange change without a risk potential May 25th 2011 | Anke Schwarze | page 35
  • 35. Summary  integrated HMI concept for different assistance functions  integration of behaviourally relevant data from different sources  concept of a universal interface between car and driver  possibility of coupling the behaviour of the driver and the car via an adequate HMI  possibility of integrating additional information in specific situations May 25th 2011 | Anke Schwarze | page 36
  • 36. Outlook  integrating more information in order to calculate the appropriateness of driving manner more accurately  adapting VIDE to the individual driver in order to effectively influence his behaviour towards a safer driving manner  identification of further situations for which the display has to be expanded or modified May 25th 2011 | Anke Schwarze | page 37
  • 37. Thank you very much for your attention! Dr. Anke Schwarze anke.schwarze@tu-bs.de Technische Universität Braunschweig Department of Research Methods and Biopsychology (IPMB) May 25th 2011 | Anke Schwarze | page 38