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无线传感器网络中基于蚁群算法的能量空洞规避策略 被引量：2

Strategies of Energy Hole Avoiding for Wireless Sensor Networks Based on Ant Colony Algorithm
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摘要 无线传感器网络(WSN)具有特殊的能量空洞(Energy Hole)现象,蚁群算法的随机自适应性使其很适合应用于无线传感器网络环境,所以在缓解能量空洞有效性分析的基础上,提出了一种基于蚁群算法的局部区域能量空洞规避策略,通过蚁群算法的自适应性实现了无线传感器网络运行过程中能量空洞规避,搜索出一条最优路径。仿真实验表明,该算法能够有效地延长网络的生命周期。 Wireless sensor network（WSN）has a special energy hole phenomenon, and random self-adaptive ant colony algorithm makes the algorithm very suitable to wireless sensor network environment. So based on the analysis of the ef- fectiveness of some existing approaches towards mitigating the energy hole problem, this paper presented a strategy of avoiding the energy hole of local area based on ant colony algorithm, to avoid energy hole by using the self-adaptive ant colony algorithm,and finally search a optimal path. Simulation result shows that the algorithm can maximize the net- work lifetime.
作者 李斌 王镇 刘学军
机构地区 南京工业大学电子与信息工程学院
出处 《计算机科学》 CSCD 北大核心 2013年第8期66-71,118,共7页 Computer Science
基金 国家自然科学基金(61073197) 江苏省科技支撑计划(SBE201077457) 国家质检公益性科研专项(201110025)资助
关键词 蚁群算法 能量空洞 能量空洞规避策略 无线传感器网络 Ant colony algorithm Energy hole Strategies of avoiding energy hole Wireless sensor network
分类号 TP393 [自动化与计算机技术—计算机应用技术]
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共引文献84

同被引文献19

  • 1陆海明,刘学军,钱江波.基于有线长链解决传感器网络的能量空洞[J].计算机研究与发展,2010,47(S2):1-4. 被引量：4
  • 2Arora R,Sandhu S S,Agarwal P.A proposal for deployment of wireless sensor network in day-to-day home and industrial appliances for a greener environment[J].Advances in Intelligent Systems and Computing,2014,236(78):1081-1086.
  • 3LU Yuting,Wang Weiyang.Energy hole solution algorithm in wireless sensor network[J].Journal of Networks,2014,9(4):956-963.
  • 4Diwakaran S.Energy efficient scheduling in wireless sensor networks[J].International Journal of Scientific Engineering and Research,2014,2(1):48-51.
  • 5Zhang X,Wu Z.The balance of routing energy consumption in wireless sensor networks[J].ACM Journal of Parallel and Distributed Computing,2011,71(7):1024-1033.
  • 6Lin K,Chen M.Balancing energy consumption with mobile agents in wireless sensor networks[J].Journal of Future Generation Computer Systems,2012,28(2):446-456.
  • 7Martaa M,Cardei M.Improved sensor network lifetime with multiple mobile sinks[J].Journal of Pervasive and Mobile Computing,2009,5(5):542-555.
  • 8Yan R,Yang Y,Kong X P.A non-uniform node distribution policy for routing holes avoidance[J].Achievements in Engineering Sciences,2014,13(6):1424-1429.
  • 9Liu A,Liu Z H,Nurudeen M.An elaborate chronological and spatial analysis of energy hole for wireless sensor networks[J].Computer Standards&Interfaces,2013,35(1):132-149.
  • 10曾志文,陈志刚,刘安丰.无线传感器网络中基于可调发射功率的能量空洞避免[J].计算机学报,2010,33(1):12-22. 被引量：41

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计算机科学
2013年 第8期

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