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
相关论文
共 50 条
  • [1] Wireless Sensor Network Localization Based on Cuckoo Search Algorithm
    Sonia Goyal
    Manjeet Singh Patterh
    [J]. Wireless Personal Communications, 2014, 79 : 223 - 234
  • [2] An Effective Cuckoo Search Algorithm for Node Localization in Wireless Sensor Network
    Cheng, Jing
    Xia, Linyuan
    [J]. SENSORS, 2016, 16 (09)
  • [3] Group Search Optimizer Algorithm in Wireless Sensor Network Localization
    Krishnaprabha, R.
    Aloor, Gopakumar
    [J]. 2014 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2014, : 1953 - 1957
  • [4] Performance of Gravitational Search Algorithm in Wireless Sensor Network Localization
    Krishnaprabha, R.
    Gopakumar, A.
    [J]. 2014 NATIONAL CONFERENCE ON COMMUNICATION, SIGNAL PROCESSING AND NETWORKING (NCCSN), 2014,
  • [5] VIRTUAL FORCE ALGORITHM AND CUCKOO SEARCH ALGORITHM FOR NODE PLACEMENT TECHNIQUE IN WIRELESS SENSOR NETWORK
    Ahmad, Puteri Azwa
    Mahmuddin, M.
    Omar, Mohd Hasbullah
    [J]. COMPUTING & INFORMATICS, 4TH INTERNATIONAL CONFERENCE, 2013, 2013, : 145 - +
  • [6] A Coverage Hole Recovery Algorithm for Wireless Sensor Networks Based on Cuckoo Search
    Zhuang, Yaoming
    Wu, Chengdong
    Zhang, Yunzhou
    [J]. 2017 IEEE 7TH ANNUAL INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (CYBER), 2017, : 1552 - 1557
  • [7] Cuckoo search algorithm for target coverage and sensor scheduling with adjustable sensing range in wireless sensor network
    Arivudainambi, D.
    Pavithra, R.
    Kalyani, P.
    [J]. JOURNAL OF DISCRETE MATHEMATICAL SCIENCES & CRYPTOGRAPHY, 2021, 24 (04): : 975 - 996
  • [8] Localization of Wireless Sensor Network Based on Genetic Algorithm
    Jiang, N.
    Jin, S.
    Guo, Y.
    He, Y.
    [J]. INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2013, 8 (06) : 825 - 837
  • [9] Genetic Algorithm based Wireless Sensor Network Localization
    Zhang, Qingguo
    Wang, Jinghua
    Jin, Cong
    Ye, Junmin
    Ma, Changlin
    Zhang, Wei
    [J]. ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 1, PROCEEDINGS, 2008, : 608 - 613
  • [10] Wireless Sensor Network Localization Problem by Hybridized Moth Search Algorithm
    Strumberger, Ivana
    Tuba, Eva
    Bacanin, Nebojsa
    Beko, Marko
    Tuba, Milan
    [J]. 2018 14TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC), 2018, : 316 - 321