DV-Hop localization methods for displaced sensor nodes in wireless sensor network using PSO

被引:38
作者
Kanwar, Vivek [1 ]
Kumar, Ashok [1 ]
机构
[1] Natl Inst Technol, Dept Elect & Commun Engn, Hamirpur, India
关键词
Wireless sensor network; Localization; Range free; DV-Hop; PSO; RANGE-FREE LOCALIZATION; ALGORITHM;
D O I
10.1007/s11276-020-02446-5
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Localization of sensor nodes is one of the major challenge in wireless sensor networks. It helps in identifying the geographically area where an event occurred. Most of the cases it is one time process wherein nodes are localized once in network life time. However, in real time scenario nodes may get dislocated within the network due to land slide or any event occurrence. In such events, localization of these sensor nodes is required. In this paper, we have proposed a new framework of localization for displaced sensor nodes. The proposed framework consider DV-Hop localization methods using particle swarm optimization (PSO). Radio irregularity model is also considered to show the applicability of proposed algorithm in anisotropic network. Simulation results show that our proposed localization framework effectively minimizes the elapsed time, localization error and energy consumption as compared to traditional framework of PSO DV-Hop.
引用
收藏
页码:91 / 102
页数:12
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