Title :
Multi-agent Based Vehicle Integrated Control Framework for Coordination of Active Steering, Driveline and Braking Systems
Author :
WANG, Jinxiang ; Chen, Nan ; YIN, Guodong
Author_Institution :
Sch. of Mech. Eng., Southeast Univ., Nanjing
Abstract :
Multi-agent based real-time control algorithm has prominent advantages in solving complicated distributed control problem. In this paper, a multi-agent based integrated control framework is proposed to organize the active steering, driveline and braking controllers, traditionally they have been relatively independent. Supervisor-like coordination mechanism is employed to manage interdependences and conflicts among the local controller agents, so as to improve adaptability and robustness of the global controller. The controller subsystems and the integrated control architecture are implemented in Matlab/Simulink to study the vehicle handing capability under critical maneuvering condition. Simulation results show that the proposed multi-agent based control framework is competent of managing the subsystems and providing with excellent critical performance for the vehicle longitudinal and lateral movement control.
Keywords :
brakes; braking; distributed control; multi-agent systems; power transmission (mechanical); road vehicles; steering systems; Matlab; Simulink; active steering; braking controller system; controller agents; critical maneuvering condition; distributed control; driveline controller system; integrated control architecture; multiagent based control framework; real-time control algorithm; supervisor-like coordination mechanism; vehicle handing capability; vehicle integrated control framework; vehicle lateral movement control; vehicle longitudinal movement control; Automatic control; Centralized control; Computer science; Control systems; Distributed control; Intelligent robots; Road vehicles; Software engineering; Vehicle driving; Vehicle safety; active braking; active driveline; active steering; coordination framework; multi-agent;
Conference_Titel :
Computer Science and Software Engineering, 2008 International Conference on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-0-7695-3336-0
DOI :
10.1109/CSSE.2008.418