Crash Risk Assessment with Cooperative Systems

Crash risk is the statistical probability of a crash. Its assessment can be performed through ex post statistical analysis or in real-time with on-vehicle systems. These systems can be cooperative. Cooperative Vehicle-Infrastructure Systems (CVIS) are a developing research avenue in the automotive industry worldwide. This paper provides a survey of existing CVIS systems and methods to assess crash risk with them. It describes the advantages of cooperative systems versus non-cooperative systems. A sample of cooperative crash risk assessment systems is analysed to extract vulnerabilities according to three criteria: market penetration, over-reliance on GPS and broadcasting issues. It shows that cooperative risk assessment systems are still in their infancy and requires further development to provide their full benefits to road users.

[1]  F Broqua COOPERATIVE DRIVING : BASIC CONCEPTS AND A FIRST ASSESSMENT OF "INTELLIGENT CRUISE CONTROL" STRATEGIES , 1991 .

[2]  Shonali Krishnaswamy,et al.  A crash risk assessment model for road curves , 2007 .

[3]  Mike McDonald,et al.  Road-vehicle communication based cooperative systems for improving road safety , 2008 .

[4]  Sayaka Yoshizu,et al.  Estimation Of Accident Reduction Effect Of Cooperative Safety System Using Actual Road Test Data , 2008 .

[5]  Javad Bazrafshan,et al.  A quantitative analysis of risk based on climatic factors on the roads in Iran , 2008 .

[6]  Benjamin Mourllion,et al.  Extension d'un systeme de perception embarque par communication : Application a la diminution du risque routier , 2006 .

[7]  Budi Arief,et al.  Added entries , 2005 .

[8]  Saïd Mammar,et al.  Time to line crossing for lane departure avoidance: a theoretical study and an experimental setting , 2006, IEEE Transactions on Intelligent Transportation Systems.

[9]  Roberto Brignolo,et al.  A Comparison of U.S. and European Cooperative System Architectures , 2008 .

[10]  N. Hashimoto,et al.  Elderly Driver Assistance Systems with Cooperation between Vehicles: the Concept and Experiments , 2007, 2007 IEEE Intelligent Vehicles Symposium.

[11]  AVCS Platooning,et al.  Vehicle-to-Vehicle Communications For AVCS Platooning , 1996 .

[12]  Norman Martin,et al.  INTELLIGENT CRUISE CONTROL , 1995 .

[13]  C. Laurgeau,et al.  An analysis of the lane changing manoeuvre on roads : the contribution of inter-vehicle cooperation via communication , 2007, 2007 IEEE Intelligent Vehicles Symposium.

[14]  T. Delot,et al.  Dissemination of information in inter-vehicle ad hoc networks , 2008, 2008 IEEE Intelligent Vehicles Symposium.

[15]  Umit Ozguner,et al.  Effect of inter-vehicle communication on rear-end collision avoidance , 2003, IEEE IV2003 Intelligent Vehicles Symposium. Proceedings (Cat. No.03TH8683).

[16]  Angelos Amditis,et al.  Cooperative Path Prediction in Vehicular Environments , 2008, 2008 11th International IEEE Conference on Intelligent Transportation Systems.

[17]  K.C.J. Dietmayer,et al.  Extending Onboard Sensor Information by Wireless Communication , 2007, 2007 IEEE Intelligent Vehicles Symposium.

[18]  Claude Laurgeau,et al.  Comparative synthesis of the 3 main European projects dealing with Cooperative Systems (CVIS, SAFESPOT and COOPERS) and description of COOPERS Demonstration Site 4 , 2008, 2008 11th International IEEE Conference on Intelligent Transportation Systems.

[19]  John N. Ivan,et al.  SINGLE AND MULTI-VEHICLE CRASH PREDICTION MODELS FOR TWO-LANE ROADWAYS , 2000 .

[20]  Fawzi Nashashibi,et al.  Real-time crash avoidance system on crossroads based on 802.11 devices and GPS receivers , 2006, 2006 IEEE Intelligent Transportation Systems Conference.

[21]  E. Cromley Risk factors contributing to motor vehicle collisions in an environment of uncertainty , 2007 .

[22]  Mohamed Abdel-Aty,et al.  Assessing Safety on Dutch Freeways with Data from Infrastructure-Based Intelligent Transportation Systems , 2008 .

[23]  J. Eberspacher,et al.  Intelligent Wireless Communication for Future Autonomous and Cognitive Automobiles , 2007, 2007 IEEE Intelligent Vehicles Symposium.

[24]  Vikash V. Gayah,et al.  Crash Risk Assessment Using Intelligent Transportation Systems Data and Real-Time Intervention Strategies to Improve Safety on Freeways , 2007, J. Intell. Transp. Syst..

[25]  Raja Sengupta,et al.  Cooperative Collision Warning Systems: Concept Definition and Experimental Implementation , 2006, J. Intell. Transp. Syst..

[26]  Thanh-Son Dao,et al.  Realtime experiments in Markov-based lane position estimation using wireless ad-hoc network , 2008, 2008 IEEE Intelligent Vehicles Symposium.

[27]  A. Rakotonirainy,et al.  The Need of Intelligent Driver Training Systems for Road Safety , 2008, 2008 19th International Conference on Systems Engineering.

[28]  Thomas Richter,et al.  Improving The Safety On Motorways With I2V-Communication , 2008 .

[29]  Samer Ammoun,et al.  Contribution des communications intervéhiculaires pour la conception de systèmes avancés d’aide à la conduite , 2007 .