Title :
A New Task Allocation Algorithm Based on Dynamic Coalition in WSNs
Author :
Chen, Chengyu ; Guo, Wenzhong ; Chen, Guolong
Author_Institution :
Coll. of Math. & Comput. Sci., Fuzhou Univ., Fuzhou, China
Abstract :
Because nodes in WSNs have limited resources and usually work in a severe dynamic environment without human participation, existing task allocation algorithms in WSNs cannot provide fault-tolerant mechanism. Therefore, a new task allocation algorithm which adopts PSO algorithm and multi-agent technology is proposed by us. The algorithm employs primary/backup copy (PB) technology with backup copy overlapping. The simulation experiment shows the proposed algorithm can effectively improve task guarantee ratio save more energy and prolong the lifetime of network.
Keywords :
back-up procedures; multi-agent systems; particle swarm optimisation; telecommunication computing; wireless sensor networks; PSO algorithm; WSN; backup copy overlapping; dynamic coalition; fault-tolerant mechanism; human participation; multiagent technology; primary/backup copy technology; severe dynamic environment; task allocation; Dynamic scheduling; Energy consumption; Fault tolerance; Fault tolerant systems; Heuristic algorithms; Resource management; Wireless sensor networks; PSO; WSNs; dynamic coalition; fault tolerance; multi-agent; task allocation;
Conference_Titel :
Parallel and Distributed Processing Symposium Workshops & PhD Forum (IPDPSW), 2012 IEEE 26th International
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-0974-5
DOI :
10.1109/IPDPSW.2012.153