Title :
On Vehicle Path Generation Method for Collision Avoidance using Mixed Integer Programming
Author :
Mukai, Masakazu ; Kawabe, Taketoshi ; Nishira, Hikaru ; Takagi, Yoshitaka ; Deguchi, Yoshitaka
Author_Institution :
Kyushu Univ., Fukuoka
Abstract :
This paper considers an optimal path generation problem that generates a path without a collision between an automobile and obstacles.The problem is formulated as mixed integer programming. In the problem the obstacles and environments around the automobile can be represent as inequality conditions. The dynamics of the obstacle is described as variation of a prohibited region. According to model predictive control we solve the optimal path generation problem a each time step then apply the first element of the optimal input. The method proposed in this paper can deal an explicit representation of the dynamics of the obstacle and provides no collision between the automobile and the obstacle.
Keywords :
automobiles; collision avoidance; integer programming; position control; predictive control; automobile-obstacle collision avoidance; mixed integer programming; model predictive control; optimal path generation problem; vehicle path generation method; Aerodynamics; Automobiles; Collision avoidance; Linear programming; Optimal control; Predictive control; Predictive models; Road accidents; Road vehicles; Vehicle dynamics;
Conference_Titel :
Control Applications, 2007. CCA 2007. IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-0442-1
Electronic_ISBN :
978-1-4244-0443-8
DOI :
10.1109/CCA.2007.4389427