Dual-Cluster Heads Clustering Routing Algorithm Based On Particle Swarm Optimization

DOI

10.2991/amitp-16.2016.16How to use a DOI?

Keywords

Wireless Sensor Network(WSN) optimal number of cluster heads Particle Swarm Optimization(PSO) fitness function dual-cluster heads

Abstract

In order to solve the problem of the cluster head heavy energy consumption and energy utilization rate are insufficient in the clustering of wireless sensor network, proposed a dual cluster selecting based on particle swarm algorithm. Adopted the LEACH algorithm to cluster the area. Introduced PSO algorithm in each area, the cluster head is responsible for dataing collection and fusion, vice cluster head is responsible for forwarding data. Cluster head fitness function established by node energy and distances, the vice cluster head fitness established by three factors which were node energy, distance the vice cluster head of sink node, distance between the main cluster head to vice cluster head. The data transmission adopted one hop in cluster, multiple hops among the cluster. Compared with the LEACH protocol and the PSO-DH, the simulation results demonstrate that the method makes the network life extends 68% and 19%, makes die nodes evenly distribution.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Changjiang Jiang
AU  - Hancheng Zhang
AU  - Yuwei Zhou
AU  - Lie Lei
AU  - Yun Ren
PY  - 2016/09
DA  - 2016/09
TI  - Dual-Cluster Heads Clustering Routing Algorithm Based On Particle Swarm Optimization
BT  - Proceedings of the 2016 4th International Conference on Advanced Materials and Information Technology Processing (AMITP 2016)
PB  - Atlantis Press
SP  - 81
EP  - 86
SN  - 2352-538X
UR  - https://doi.org/10.2991/amitp-16.2016.16
DO  - 10.2991/amitp-16.2016.16
ID  - Jiang2016/09
ER  -