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一种提高网络寿命与节点定位性能的WSNs分群算法

刘保见 李青 张效义

计算机应用研究2016,Vol.33Issue(11):3417-3421,5.
计算机应用研究2016,Vol.33Issue(11):3417-3421,5.DOI:10.3969/j.issn.1001--3695.2016.11.048

一种提高网络寿命与节点定位性能的WSNs分群算法

New clustering algorithm for improving network lifetime and location accuracy in WSNs

刘保见 1李青 1张效义1

作者信息

  • 1. 解放军信息工程大学 信息系统工程学院,郑州450001
  • 折叠

摘要

Abstract

According to the nodes deployed randomly in the large scale wireless sensor networks,this paper proposed a new clustering algorithm to prolong the network lifetime and improve the location accuracy.The algorithm selected the optimal node set based on the discrete particle swarm optimization algorithm by trading off the networks energy consumption,the energy load balance and the location accuracy.Furthermore,the selected node sets were grouped into cluster for further location.The sim-ulation analysis was carried out under the RSSI/TDOA two rounds cooperative location scheme.Simulation results show that this algorithm guarantees the member nodes multi-hop communication in the cluster,improves the location accuracy and pro-longs the network lifetime.

关键词

无线传感器网络/分群算法/网络寿命/网络连通性/定位精度/离散粒子群算法

Key words

wireless sensor networks/clustering algorithm/network lifetime/network connectivity/location accuracy/dis-crete particle swarm optimization

分类

信息技术与安全科学

引用本文复制引用

刘保见,李青,张效义..一种提高网络寿命与节点定位性能的WSNs分群算法[J].计算机应用研究,2016,33(11):3417-3421,5.

基金项目

国家科技重大专项基金资助项目 ()

计算机应用研究

OA北大核心CSCDCSTPCD

1001-3695

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