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基于改进人工蜂群算法的WSNs覆盖优化
引用本文: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(7):123-124.
作者姓名:    谭华忠    
作者单位:桂林电子科技大学计算机科学与工程学院;
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。

关 键 词:人工蜂群算法  无线传感器网络  覆盖优化  混沌  自适应

Coverage optimization of WSNs based on improved ABC algorithm
WANG Xin;TAN Hua-zhong;JIANG Hua.Coverage optimization of WSNs based on improved ABC algorithm[J].Transducer and Microsystem Technology,2014(7):123-124.
Authors:WANG Xin;TAN Hua-zhong;JIANG Hua
Affiliation:WANG Xin;TAN Hua-zhong;JIANG Hua(School of Computer Science & Engineering,Guilin University of Electronic Technology)
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.
Keywords:artificial bee colony(ABC) algorithm  wireless sensor networks(WSNs)  coverage optimization  chaotic  self-adaptive
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