Title :
Sweep coverage algorithm and coverage time estimation for multi-agent systems
Author :
Zhai, Chao ; Hong, Yiguang
Author_Institution :
Key Lab. of Syst. & Control, Acad. of Math & Syst. Sci., Beijing, China
Abstract :
This paper addresses sweep coverage problem of multi-agent systems in the uncertain environment. With different communication interconnections, we present decentralized sweep coverage algorithms to guarantee the complete coverage of the given region by sweeping in parallel with workload partition. Moreover, the estimation of coverage time in different communication cases is related to the corresponding convergent rates on the basis of the interconnection graphs. Additionally, we give a counter-example to show that more inter-agent communication links may yield slower the convergent rate.
Keywords :
graph theory; multi-agent systems; multivariable control systems; uncertain systems; communication interconnections; coverage time estimation; decentralized sweep coverage algorithms; inter-agent communication links; interconnection graphs; multiagent systems; sweep coverage problem; uncertain environment; workload partition; Equations; Heuristic algorithms; Multiagent systems; Partitioning algorithms; Sensors; Topology; Uncertainty; Multi-agent systems; environmental uncertainties; estimation; interconnection; sweep coverage;
Conference_Titel :
Control and Decision Conference (CCDC), 2012 24th Chinese
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4577-2073-4
DOI :
10.1109/CCDC.2012.6244021