Wireless Sensor Network Localization Based on Cuckoo Search Algorithm

被引:63
作者
Goyal, Sonia [1 ]
Patterh, Manjeet Singh [1 ]
机构
[1] Punjabi Univ, Univ Coll Engn, Dept Elect & Commun Engn, Patiala 147002, PB, India
关键词
Wireless sensor network; Localization; Cuckoo search algorithm; Optimization; NODE LOCALIZATION; LEVY FLIGHTS; SYSTEMS;
D O I
10.1007/s11277-014-1850-8
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Many applications of wireless sensor networks (WSN) require information about the geographical location of each sensor node. Devices that form WSN are expected to be remotely deployed in large numbers in a sensing field to perform sensing and acting task. The goal of localization is to assign geographical coordinates to each device with unknown position in the deployment area. Recently, the popular strategy is to apply optimization algorithms to solve the localization problem. In this paper, the cuckoo search algorithm is implemented to estimate the sensor's position. The proposed approach has been compared in terms of localization error with particle swarm optimization (PSO) and various variants of biogeography based optimization (BBO). The results show that our method outperforms the PSO and BBO variants which are recently used in the literature.
引用
收藏
页码:223 / 234
页数:12
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