Publication

Multi-Objective Collision Avoidance

This paper presents a multi-objective safety system that is capable of avoiding unintended collisions with stationary and moving road obstacles, vehicle control loss as well as unintended roadway departures. The safety system intervenes only when there is an imminent safety risk while full control is left to the driver otherwise. The problems of assessing whether an intervention is required as well as controlling the vehicle motion in case an intervention is needed are jointly formulated as a single optimization problem, that is repeatedly solved in receding horizon. The novelty of the formulation lies in the ability of simultaneously avoiding moving obstacles while assessing the necessity thereof. The versatility of the proposed formulation is demonstrated through simulations showing its ability of avoiding a wide range of accident scenarios.

Author(s)
Mohammad Ali, Andrew Gray, Yiqi Gao, J. Karl Hedrick, Francesco Borrelli
Research area
Systems for Accident Prevention and AD
Publication type
Conference paper
Published in
Proceedings of the ASME Dynamic Systems and Control Conference, October 2013, Palo Alto
Project
Systems for Roadway Departure Avoidance (A7 & associated project)
Year of publication
2013