Title :
Application of Reactive Multiagent System to Linear Vehicle Platoon
Author :
Contet, Jean-Michel ; Gechter, F. ; Gruer, P. ; Koukam, Abderrafiaa
Author_Institution :
Univ. of Technol. of Belfort-Montbeliard, Belfort
Abstract :
Vehicular platoon are a promising approach to new transportation systems, with innovative capabilities, such as vehicle sharing and adaptability to demand. This paper presents a multiagent solution to the platoon control problem with a linear configuration. In our case, a platoon is a vehicle train composed of a head vehicle and a variable number of followers. The head vehicle is human-driven or autonomous, whereas each follower vehicle controls its movement by interacting only with the preceding one. To this end, the platoon control system was designed as a reactive multiagent system where each follower vehicle is an agent. Each agent´s behavior is specified by a physics inspired model, which allows to compute vehicle´s speed and direction from a single perception: the distance to the preeding vehicle. Platoon stability emerges as a global result of individual interactions. Furthermore, adaptability to different kinds of vehicles is obtained by adjusting the model´s physical parameters. Another important aspect is related to platoon´s evolution, mainly by vehicle merging and splitting. To assert the transition from abstract to concrete, both simulations and experimentations have been implemented.
Keywords :
adaptive control; control engineering computing; multi-agent systems; position control; road vehicles; stability; transportation; demand adaptability; linear configuration; linear vehicle platoon; platoon control problem; platoon stability; reactive multiagent system; transportation systems; vehicle sharing; vehicle train; Artificial intelligence; Automatic control; Intelligent vehicles; Laboratories; Mobile robots; Multiagent systems; Physics; Remotely operated vehicles; Road vehicles; Transportation;
Conference_Titel :
Tools with Artificial Intelligence, 2007. ICTAI 2007. 19th IEEE International Conference on
Conference_Location :
Patras
Print_ISBN :
978-0-7695-3015-4
DOI :
10.1109/ICTAI.2007.56