Lateral control assistance in car driving: classification, review and future prospects

This study puts forward a classification of driver lateral control assistance devices based on distinctions among several cooperative activities between the driver and the assistance devices. The proposed classification is based on prior work by Hoc, Young and Blosseville and Young, Stanton and Harris, who put forward related theoretical frameworks on human–machine cooperation with automation. The particular application here to lateral control allows for a human-centred categorisation of existing and potential (i.e. near-future) driver assistance devices. Four human–machine cooperation levels based on drivers' activities have been adopted. All of the proposed categories are reviewed in three steps. First, each device category is functionally defined. Next, the impact of the devices on driving behaviour is presented. A third part sums up the effectiveness of each assistance category, particularly with regard to accident data. The general conclusion synthesises the main insights for each human–machine category proposed and highlights a number of design recommendations.

[1]  Andras Kemeny,et al.  Eye movement patterns in nighttime driving simulation : conventional and swivelling headlights , 2007 .

[2]  V. Charissis,et al.  Design and Evaluation of an Automotive Full-Windshield Head-Up Display Interface: Low visibility guidance and navigation , 2006 .

[3]  Jens Rasmussen,et al.  Skills, rules, and knowledge; signals, signs, and symbols, and other distinctions in human performance models , 1983, IEEE Transactions on Systems, Man, and Cybernetics.

[4]  Gerald J.S. Wilde,et al.  Critical Issues in Risk Homeostasis Theory , 1982 .

[5]  Richard Romano,et al.  DRIVING SIMULATOR TESTS OF LANE DEPARTURE COLLISION AVOIDANCE SYSTEMS , 1996 .

[6]  Christopher D. Wickens,et al.  A model for types and levels of human interaction with automation , 2000, IEEE Trans. Syst. Man Cybern. Part A.

[7]  Atsushi Yamamoto,et al.  Influence of ABS on rollover accidents , 1996 .

[8]  Jeremy Broughton,et al.  The effectiveness of antilock braking systems in reducing accidents in Great Britain. , 2002, Accident; analysis and prevention.

[9]  Thomas B. Sheridan,et al.  Human and Computer Control of Undersea Teleoperators , 1978 .

[10]  Jean-Michel Hoc,et al.  Objective and subjective evaluation of motor priming and warning systems applied to lateral control assistance. , 2010, Accident; analysis and prevention.

[11]  Pete Thomas,et al.  Crash Involvement Risks of Cars with Electronic Stability Control Systems in Great Britain , 2006 .

[12]  Charles M. Farmer,et al.  Effects of Electronic Stability Control: An Update , 2006, Traffic injury prevention.

[13]  Shoji Kobayashi,et al.  Beam Controllable Headlighting System , 1991 .

[14]  T Niibe Development of the lane-keeping system , 1995 .

[15]  Richard A Retting,et al.  Crash reduction following installation of centerline rumble strips on rural two-lane roads. , 2004, Accident; analysis and prevention.

[16]  Christina M. Rudin-Brown,et al.  Could ESC (Electronic Stability Control) Change the Way We Drive? , 2009, Traffic injury prevention.

[17]  Max Donath,et al.  Driver Assistive Systems for Snowplows , 2003 .

[18]  Anders Kullgren,et al.  The Effectiveness of ESP (Electronic Stability Program) in Reducing Real Life Accidents , 2004, Traffic injury prevention.

[19]  G Bahouth Real world crash evaluation of vehicle stability control (VSC) technology. , 2005, Annual proceedings. Association for the Advancement of Automotive Medicine.

[20]  Franck Mars,et al.  Driving around bends with manipulated eye-steering coordination. , 2008, Journal of vision.

[21]  Jean-Michel Hoc,et al.  Lateral Control Assistance for Car Drivers: A Comparison of Motor Priming and Warning Systems , 2007, Hum. Factors.

[22]  Håkan Jansson,et al.  An analysis of driver’s steering behaviour during auditory or haptic warnings for the designing of lane departure warning system , 2003 .

[23]  David A. Morena The Nature and Severity of Drift-Off Road Crashes on Michigan Freeways, and the Effectiveness of Various Shoulder Rumble Strip Designs , 2003 .

[24]  Paul A. Fay,et al.  POTENTIAL EFFECTIVENESS OF ELECTRONIC STABILITY PROGRAMS (ESP) - WHAT EUROPEAN FIELD STUDIES TELL US , 2001 .

[25]  R. Brent Gillespie,et al.  Shared Control between Human and Machine: Using a Haptic Steering Wheel to Aid in Land Vehicle Guidance , 2001 .

[26]  Michael Sivak,et al.  Optimal strategies for adaptive curve lighting. , 2005, Journal of safety research.

[27]  Jean-Michel Auberlet,et al.  The impact of perceptual treatments on lateral control: a study using fixed-base and motion-base driving simulators. , 2010, Accident; analysis and prevention.

[28]  C. Chabris,et al.  Gorillas in Our Midst: Sustained Inattentional Blindness for Dynamic Events , 1999, Perception.

[29]  David J. Cole,et al.  A neuromuscular model featuring co-activation for use in driver simulation , 2008 .

[30]  M.S. Netto,et al.  H/sub /spl infin//, adaptive, PID and fuzzy control: a comparison of controllers for vehicle lane keeping , 2004, IEEE Intelligent Vehicles Symposium, 2004.

[31]  U. Franke,et al.  COMPUTER VISION ON THE ROAD : A LANE DEPARTURE AND DROWSY DRIVER WARNING SYSTEM , 1995 .

[32]  David N. Lee,et al.  Where we look when we steer , 1994, Nature.

[33]  Neville Moray Monitoring, complacency, scepticism and eutactic behaviour , 2003 .

[34]  Raja Parasuraman,et al.  Performance Consequences of Automation-Induced 'Complacency' , 1993 .

[35]  Peter A. Hancock,et al.  Fatigue and Automation-Induced Impairments in Simulated Driving Performance , 1998 .

[36]  Koji Tanida Reducing the effects of driving fatigue with the adoption of a lane following assistance system , 2000 .

[37]  Anna Vadeby,et al.  The alerting effect of hitting a rumble strip--a simulator study with sleepy drivers. , 2008, Accident; analysis and prevention.

[38]  Katsumi Moriwaki Autonomous steering control for electric vehicles using nonlinear state feedback H∞ control , 2005 .

[39]  Jean-Michel Hoc,et al.  EMPIRICAL STUDIES RECHERCHES EMPIRIQUES HUMAN-MACHINE COOPERATION IN CAR DRIVING FOR LATERAL SAFETY : DELEGATION AND MUTUAL CONTROL , 2006 .

[40]  Mark S. Young,et al.  Attention and automation: New perspectives on mental underload and performance , 2002 .

[41]  D Royal,et al.  VOLUME I: FINDINGS -- NATIONAL SURVEY OF DISTRACTED AND DROWSY DRIVING ATTITUDES AND BEHAVIORS: 2002 , 2003 .

[42]  Sophie Cuny,et al.  Is electronic stability program effective on French roads? , 2006, Accident; analysis and prevention.

[43]  Karon E. MacLean,et al.  Impact of haptic warning signal reliability in a time-and-safety-critical task , 2004, 12th International Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems, 2004. HAPTICS '04. Proceedings..

[44]  Franck Mars Steering and Gaze Control Modifications from Directed or Spontaneous Use of a Visual Augmentation Cue , 2008 .

[45]  Hiroshi Mouri,et al.  DESIGN OF LANE-KEEPING CONTROL WITH STEERING TORQUE INPUT , 2001 .

[46]  John Richardson,et al.  The effect of alarm timing on driver behaviour: an investigation of differences in driver trust and response to alarms according to alarm timing , 2004 .

[47]  S Fosser,et al.  An investigation of behavioural adaptation to airbags and antilock brakes among taxi drivers. , 1997, Accident; analysis and prevention.

[48]  James P Bliss,et al.  Alarm mistrust in automobiles: how collision alarm reliability affects driving. , 2003, Applied ergonomics.

[49]  Paul Green VISUAL AND TASK DEMANDS OF DRIVER INFORMATION SYSTEMS , 1999 .

[50]  M HERSHENSON,et al.  Reaction time as a measure of intersensory facilitation. , 1962, Journal of experimental psychology.

[51]  Tang-Hsien Chang Initial control algorithm for switching-in and switching-out an automatic steering system: Advance-F , 1996, Vehicle Navigation and Information Systems Conference, 1996.

[52]  James R. Sayer,et al.  Status Report on USDOT Project "An Intelligent Vehicle Initiative Road Departure Crash Warning Field Operational Test" , 2005 .

[53]  Mark S. Young,et al.  Driving automation: Learning from aviation about design philosophies , 2007 .

[54]  Alena Erke Effects of electronic stability control (ESC) on accidents: a review of empirical evidence. , 2008, Accident; analysis and prevention.

[55]  John Richardson,et al.  Alarm timing, trust and driver expectation for forward collision warning systems. , 2006, Applied ergonomics.

[56]  Daniel V. McGehee,et al.  Collision Warning Timing, Driver Distraction, and Driver Response to Imminent Rear-End Collisions in a High-Fidelity Driving Simulator , 2002, Hum. Factors.

[57]  Gunnar D. Jenssen,et al.  Behavioural adaptation to adaptive front lighting systems (AFS): a six day driving simulator study , 2007 .

[58]  Tang-Hsien Chang Field performance assessment of the ADVANCE-F automatic steering control vehicle , 2004 .

[59]  Michael S. Griffith,et al.  Safety Evaluation of Rolled-In Continuous Shoulder Rumble Strips Installed on Freeways , 2000 .

[60]  R. Brent Gillespie,et al.  Sharing Control Between Humans and Automation Using Haptic Interface: Primary and Secondary Task Performance Benefits , 2005, Hum. Factors.

[61]  David W Harless,et al.  The antilock braking system anomaly: a drinking driver problem? , 2002, Accident; analysis and prevention.

[62]  Jochen Pohl,et al.  Development of a Haptic Intervention System for Unintended Lane Departure , 2003 .

[63]  Jean-Michel Hoc,et al.  Towards a cognitive approach to human-machine cooperation in dynamic situations , 2001, Int. J. Hum. Comput. Stud..

[64]  J. G. Hollands,et al.  Engineering Psychology and Human Performance , 1984 .

[65]  Akio Okada,et al.  ANALYSIS OF VEHICLE STABILITY CONTROL (VSC)'S EFFECTIVENESS FROM ACCIDENT DATA , 2003 .

[66]  Ahmed El Hajjaji,et al.  Fuzzy path tracking control for automatic steering of vehicles , 2003, Robotics Auton. Syst..

[67]  Mark S. Young,et al.  Cooperation between drivers and automation: implications for safety , 2009 .

[68]  Tang-Hsien Chang Vehicle lateral control modelling for steering automation in the ADVANCE-F system , 1996 .

[69]  Max Donath,et al.  A GPS-BASED HEAD UP DISPLAY SYSTEM FOR DRIVING UNDER LOW VISIBILITY CONDITIONS , 2000 .

[70]  Philippe Chevrel,et al.  Human-Like Cybernetic Driver Model for Lane Keeping , 2011 .

[71]  Linda Ng Boyle,et al.  DEVELOPMENT OF TEST SCENARIOS FOR OFF-ROADWAY CRASH COUNTERMEASURES BASED ON CRASH STATISTICS , 2002 .

[72]  Hans-Peter Grabsch,et al.  Blind flight: Do auditory lane departure warnings attract attention or actual guide action? , 2005 .

[73]  Klaus Langwieder,et al.  The effectiveness of primary safety features in passenger cars in Germany , 2005 .

[74]  C J Kahane,et al.  PRELIMINARY EVALUATION OF THE EFFECTIVENESS OF ANTILOCK BRAKE SYSTEMS FOR PASSENGER CARS , 1994 .

[75]  Hans Godthelp,et al.  Speed Choice and Steering Behavior in Curve Driving , 1996, Hum. Factors.

[76]  Han-Shue Tan,et al.  DEVELOPMENT OF A DRIVER ASSIST INTERFACE FOR SNOWPLOWS USING ITERATIVE DESIGN , 2000 .

[77]  John Woodrooffe,et al.  The estimated reduction in the odds of loss-of-control type crashes for sport utility vehicles equipped with electronic stability control. , 2006, Journal of safety research.

[78]  C. Wickens Engineering psychology and human performance, 2nd ed. , 1992 .

[79]  Adele Diederich,et al.  Visual–tactile integration: does stimulus duration influence the relative amount of response enhancement? , 2006, Experimental Brain Research.

[80]  Wolfgang Birk,et al.  Evaluation of Lane Departure Warnings for Drowsy Drivers , 2006 .

[81]  G J Wilde,et al.  Risk homeostasis theory: an overview , 1998, Injury prevention : journal of the International Society for Child and Adolescent Injury Prevention.

[82]  Stylianos Papanastasiou,et al.  Human–machine collaboration through vehicle head up display interface , 2010, Cognition, Technology & Work.

[83]  Mikko Rasanen Effects of a rumble strip barrier line on lane keeping in a curve , 2005 .

[84]  Max Donath,et al.  System Performance and Human Factors Evaluation of the Driver Assistive System (DAS) , 2003 .

[85]  J. Bliss,et al.  The role of alarm signal duration as a cue for alarm validity. , 2007, Applied ergonomics.

[86]  Christina M. Rudin-Brown,et al.  Investigation of Behavioral Adaptation to Lane Departure Warnings , 2002 .

[87]  Guy H. Walker,et al.  AUTOMATING THE DRIVER'S CONTROL TASKS , 2001 .

[88]  Mary L. Cummings,et al.  Effects of Single Versus Multiple Warnings on Driver Performance , 2007, Hum. Factors.

[89]  Jean-Michel Hoc,et al.  Can drivers modulate the effect of a motor priming assistance device during lane departure , 2010 .

[90]  T Aoki,et al.  Development of Active Headlight System , 1997 .

[91]  Dean A. Pomerleau,et al.  Driver-adaptive lane departure warning systems , 1999 .

[92]  C M Farmer,et al.  New evidence concerning fatal crashes of passenger vehicles before and after adding antilock braking systems. , 2001, Accident; analysis and prevention.

[93]  Jr. John Hickey Shoulder Rumble Strip Effectiveness: Drift-Off-Road Accident Reductions on the Pennsylvania Turnpike , 1997 .

[94]  Charles M. Farmer,et al.  Effect of Electronic Stability Control on Automobile Crash Risk , 2004, Traffic injury prevention.

[95]  Murdocco,et al.  DEVELOPMENT OF A LANE KEEPING SUPPORT SYSTEM FOR HEAVY-TRUCKS , 2006 .

[96]  Christopher D. Wickens,et al.  Traffic and Data Link Displays: Auditory? Visual? or Redundant? A Visual Scanning Analysis , 2003 .