Title :
Predictive Prevention of Loss of Vehicle Control for Roadway Departure Avoidance
Author :
Ali, Mohamed ; Falcone, Paolo ; Olsson, Carl ; Sjoberg, Jonas
Author_Institution :
Active Safety &Chassis, Volvo Car Corp., Gothenburg, Sweden
Abstract :
In this paper, we investigate predictive approaches to the problem of roadway departure prevention via automated steering and braking. We assume a sensing infrastructure detecting road geometry and consider a two-layer accident avoidance framework consisting of a threat assessment and an intervention layer. A novel active safety function for prevention of loss of vehicle control is proposed and implemented using the considered accident avoidance framework. Simulation and experimental results are presented, showing that the proposed approach effectively exploits road preview information to prevent the vehicle from operating in regions of the state space where standard electronic stability control systems are normally activated.
Keywords :
braking; collision avoidance; predictive control; road accidents; road traffic; road vehicles; stability; steering systems; accident avoidance framework; active safety function; automated braking; automated steering; intervention layer; predictive prevention; road geometry; roadway departure avoidance; roadway departure prevention; standard electronic stability control systems; threat assessment; vehicle control loss; Acceleration; Roads; Safety; Tires; Vehicle dynamics; Vehicles; Wheels; Active safety; automated vehicles; global chassis control; model predictive control; threat assessment; vehicle stability;
Journal_Title :
Intelligent Transportation Systems, IEEE Transactions on
DOI :
10.1109/TITS.2012.2206584