Title :
A hierarchical routing protocol based on AFSO algorithm for WSN
Author :
Song, Xin ; Cuirong Wang ; Wang, Juan ; Zhang, Bin
Author_Institution :
Sch. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
Abstract :
Wireless sensor networks (WSN) will enable the reliable monitoring of a variety environment for both civil and military applications. These networks require robust wireless communication protocols for the purpose of balancing the load and prolonging the network lifetime. In this paper, we propose a novel hierarchical routing protocol based on artificial fish swarm optimization (AFSO). Utilizes AFSO algorithm in cluster formation phase, its main object is to solve the NP-hard problem of finding k optimal clusters according to the given rules. The performance of the novel protocol is compared with the well known cluster-based protocol LEACH and LEACH-C. As the experiment results shown, the protocol can not only improve system lifetime but also prevent the networks form seriously energy consumption.
Keywords :
particle swarm optimisation; routing protocols; telecommunication network reliability; wireless sensor networks; AFSO; WSN; artificial fish swarm optimization; hierarchical routing protocol; reliable monitoring; robust wireless communication protocols; wireless sensor networks; Clustering algorithms; Marine animals; Monitoring; Particle swarm optimization; Robustness; Routing protocols; Telecommunication network reliability; Wireless application protocol; Wireless communication; Wireless sensor networks; artificial fish swarm optimization; hierarchical routing protocol; swarm intelligence algorithm; wireless sensor network;
Conference_Titel :
Computer Design and Applications (ICCDA), 2010 International Conference on
Conference_Location :
Qinhuangdao
Print_ISBN :
978-1-4244-7164-5
Electronic_ISBN :
978-1-4244-7164-5
DOI :
10.1109/ICCDA.2010.5541265