DocumentCode
2823287
Title
Immune system based redeployment scheme for wireless sensor networks
Author
Linai Kuang ; Zixing Cai
Author_Institution
Coll. of Inf. Sci. & Eng., Central South Univ., Changsha, China
fYear
2010
fDate
15-17 Nov. 2010
Firstpage
69
Lastpage
72
Abstract
This paper researches the redeployment scheme for wireless sensor networks that consists of mobile sensor nodes and its nodes random deployment at first, and proposes an artificial immune systems based method to the problem that how to determine a movement plan for the sensor nodes in order to maximize the network coverage and minimize the total distance of sensors moving. The method proposed in this paper contains following steps; first, calculate the optimal positions for sensors according to the application requirements; then using AIS based method to calculate the appropriate positions for sensors to redeploy. In AIS based solution, the antibody is the assignment between nodes and optimal positions; the affinity is the total distance of mobile nodes moving. The simulation results show that the AIS based redeployment scheme (AISRD) can provide a shorter convergence time and less of the total distance than the genetic algorithm (GA) based scheme.
Keywords
artificial immune systems; optimisation; wireless sensor networks; AIS based redeployment scheme; artificial immune systems based method; genetic algorithm based scheme; mobile sensor node; optimal position calculation; wireless sensor network; artificial immune systems; optimization; redeployment; wireless sensor networks;
fLanguage
English
Publisher
iet
Conference_Titel
Wireless Sensor Network, 2010. IET-WSN. IET International Conference on
Conference_Location
Beijing
Type
conf
DOI
10.1049/cp.2010.1030
Filename
5741072
Link To Document