Title :
Localized distributed sensor deployment via coevolutionary computation
Author :
Jiang, Xingyan ; Chen, Yuanzhu Peter ; Yu, Tina
Author_Institution :
Dept. of Comput. Sci., Memorial Univ. of Newfoundland, St. John´´s, NL
Abstract :
Sensor placement of a wireless sensor network has a significant impact on the network performance, such as sensing coverage, communication costs and connectivity. Depending on the application domains, the deployment method of sensor networks may vary. In autonomous sensor networks, the deployment is typically realized via cooperative movement among the nodes themselves. In this paper, we propose a sensor deployment protocol, LODICO, to optimize the sensor placement with arbitrary initial positions. In essence, it is a distributed evolutionary algorithm executed cooperatively among all sensor nodes via local information exchange. The simulation results show that LODICO can provide a very high coverage rate in a short convergence time.
Keywords :
distributed algorithms; evolutionary computation; wireless sensor networks; LODICO; autonomous sensor networks; coevolutionary computation; distributed evolutionary algorithm; localized distributed sensor deployment; sensor placement; wireless sensor network; Computer science; Costs; Distributed algorithms; Distributed computing; Energy consumption; Evolutionary computation; Intelligent sensors; Physics computing; Protocols; Wireless sensor networks;
Conference_Titel :
Communications and Networking in China, 2008. ChinaCom 2008. Third International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4244-2373-6
Electronic_ISBN :
978-1-4244-2374-3
DOI :
10.1109/CHINACOM.2008.4685141