Title :
Decentralized receding horizon control using communication bandwidth allocation
Author :
Izadi, H.A. ; Gordon, B.W. ; Rabbath, C.A.
Author_Institution :
Dept. of Mech. & Ind. Eng., Concordia Univ., Montreal, QC, Canada
Abstract :
The decentralized receding horizon control (DRHC) of a team of cooperative vehicles with limited communication bandwidth is considered. It is well known that the more communication the better stability and performance properties of the cooperative vehicles; however, in reality the available communication is often limited. This motivates our research to develop a new algorithm for efficient usage of available communication capacity so that the teaming behavior is optimized. The proposed algorithm uses a bandwidth allocation method; the key idea is to reduce the overall mismatch between predicted and actual plans of each neighbor by efficient communication bandwidth allocation.
Keywords :
bandwidth allocation; cooperative systems; decentralised control; stability; vehicles; communication bandwidth allocation; cooperative vehicles; decentralized receding horizon control; stability; Bandwidth; Channel allocation; Communication system control; Context; Control systems; Distributed computing; Optimization methods; Stability; Trajectory; Vehicles;
Conference_Titel :
Decision and Control, 2008. CDC 2008. 47th IEEE Conference on
Conference_Location :
Cancun
Print_ISBN :
978-1-4244-3123-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2008.4739336