Coverage optimization of WSNs based on improved ABC algorithm

WANG Xin; TAN Hua-zhong; JIANG Hua

doi:10.13873/j.1000-97872014.07.043

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Coverage optimization of WSNs based on improved ABC algorithm

更新时间：2025-09-11

- Coverage optimization of WSNs based on improved ABC algorithm
- Vol. 33, Issue 7, Pages: 123-125+132(2014)
- 作者机构：
  
  桂林电子科技大学计算机科学与工程学院
- 作者简介：
- 基金信息：
- DOI：10.13873/j.1000-97872014.07.043
  CLC： TP18
- Published：2014
- 稿件说明：
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[1]王鑫,谭华忠,蒋华.基于改进人工蜂群算法的WSNs覆盖优化[J].传感器与微系统,2014,33(07):123-125+132.

WANG Xin, TAN Hua-zhong, JIANG Hua. Coverage optimization of WSNs based on improved ABC algorithm[J]. 2014, 33(7): 123-125+132.
[1]王鑫,谭华忠,蒋华.基于改进人工蜂群算法的WSNs覆盖优化[J].传感器与微系统,2014,33(07):123-125+132. DOI： 10.13873/j.1000-97872014.07.043.

WANG Xin, TAN Hua-zhong, JIANG Hua. Coverage optimization of WSNs based on improved ABC algorithm[J]. 2014, 33(7): 123-125+132. DOI： 10.13873/j.1000-97872014.07.043.

摘要

随着无线传感器网络（WSNs）被广泛地应用

覆盖优化问题已经成为网络服务质量中的一个关键问题。针对基本人工蜂群（ABC）算法的缺陷

基于混沌优化和自适应变化提出了一种改进的ABC（IABC）算法;并在此基础上

设计了基于IABC算法的动态网络覆盖优化方案。实验结果表明:IABC算法明显改善了基本ABC算法的缺陷

有效地延长了网络寿命

保证了网络的服务质量。

Abstract

As wireless sensor networks（ WSNs） is widely applied

coverage optimization has become one of the critical issues of the quality of network service.Aiming at fault of basic artificial bee colony（ ABC） algorithm

an improved ABC（ IABC） algorithm based on Chaotic optimization and self-adaptive change is proposed.Based on IABC

a new dynamic network coverage optimization scheme is designed.Experiment results demonstrate that IABC obviously improves defect of the basic ABC

effectively prolongs lifetime of network

and ensures service quality of network.

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references

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