华中科技大学学报（自然科学版）2011，Vol.39Issue(4)：37-40,4.
基于差分算法的异构移动节点分布优化策略
Optimal sensor deployment scheme for heterogeneous mobile wireless sensor networks using differential evolution algorithm
摘要
Abstract
To solve the problem of the sensor deployment in the monitored area characterized by a geographical irregularity of the sensed events, a dynamic sensor deployment strategy based on differential evolution algorithm (DE) for heterogeneous mobile wireless sensor networks (WSNs) was proposed. To the objectives of guaranteeing efficient coverage of network, the position vector of each population in the algorithm was updated according to the historical local and global optimal solutions which could enhance convergence speed. Simulation results demonstrate that the proposed approach is suitable for solving deployment problems of heterogeneous WSNs, with better performances in the convergence and searching than virtual force algorithm. Therefore, this method can implement dynamic sensor deployment efficiently and rapidly.关键词
无线传感器网络/异构网络/约束优化/节点分布/差分算法/虚拟力Key words
wireless sensor network/ heterogeneous networks/ constrained optimization/ node distribution/ differential evolution algorithm/ virtual force分类
信息技术与安全科学引用本文复制引用
李明,石为人..基于差分算法的异构移动节点分布优化策略[J].华中科技大学学报（自然科学版）,2011,39(4):37-40,4.基金项目
国家水体污染控制与质量科技重大专项资助项目(2009ZX07528-003) （2009ZX07528-003）
重庆市科技攻关计划资助项目(CSCT,2008AB6115). （CSCT,2008AB6115）
