Based on genetic algorithm for wireless sensor network node self-localization

被引:0
|
作者
Zhang Hua [1 ]
机构
[1] Zhejiang Ocean Univ, Sch Electromech Engn 316000, Zhoushan, Zhejiang, Peoples R China
来源
关键词
Wireless Sensor Networks; Genetic Algorithm; Node Self-localization;
D O I
10.4028/www.scientific.net/AMR.482-484.1225
中图分类号
TB33 [复合材料];
学科分类号
摘要
Wireless sensor network node positioning technology is one of the key technologies. Due to self-localization of sensor nodes in the process of positioning accuracy is not high, In this paper, the genetic algorithm approach to take, through the evolution of control, making the location of the nodes for continuous progress toward the optimal solution, in order to achieve continuous process of node positioning optimization. Simulation results show that the evolution of the genetic algorithm control, can reduce errors, improve positioning accuracy. Positioning accuracy of wireless sensor network node is related to the collected data validity. [10] propose a weighted least-squares principle with the idea of positioning algorithm, but the algorithm needs the ranging error of the mean square value; Bulusu N propose a HEAP density adaptive algorithm, in order to improve the positioning accuracy of nodes by adding new beacon nodes in low density of nodes regions; [3] mentioned several positioning of the distance-independent mechanisms were compared to the size of the beacon node density affects the level of positioning accuracy. Applications vary widely, there is no universal algorithm for positioning to address different applications, considering the node size, cost and system requirements for positioning accuracy to select the most suitable location algorithm. In this paper, node self-localization from the discussion, the use of genetic algorithm-node self-localization algorithm optimization process to find the most suitable location accuracy requirements as the coordinates of the unknown node to achieve optimal control.
引用
收藏
页码:1225 / 1228
页数:4
相关论文
共 50 条
  • [21] An improved Node Localization Algorithm in Wireless Sensor Network
    Hu Juan
    Jiang Minlan
    [J]. PROCEEDINGS OF 2014 IEEE WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS (WARTIA), 2014, : 398 - 401
  • [22] Research on Wireless Sensor Network Node Localization Algorithm
    Liu, Xiaoyang
    Liu, Chao
    Liu, Wanping
    Zhang, Yihao
    Zeng, Xiaoping
    [J]. 2017 2ND INTERNATIONAL CONFERENCE ON FRONTIERS OF SENSORS TECHNOLOGIES (ICFST), 2017, : 170 - 173
  • [23] A Node Self-Localization Algorithm With a Mobile Anchor Node in Underwater Acoustic Sensor Networks
    Lin, Yun
    Tao, Hongxu
    Tu, Ya
    Liu, Tong
    [J]. IEEE ACCESS, 2019, 7 : 43773 - 43780
  • [24] A hop-distance algorithm for self-localization of wireless sensor networks
    Zhao, Dali
    Men, Yunhui
    Zhao, Linliang
    [J]. SNPD 2007: EIGHTH ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING, AND PARALLEL/DISTRIBUTED COMPUTING, VOL 2, PROCEEDINGS, 2007, : 108 - +
  • [25] A Variational Message Passing Algorithm for Sensor Self-Localization in Wireless Networks
    Pedersen, Claus
    Pedersen, Troels
    Fleury, Bernard H.
    [J]. 2011 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS (ISIT), 2011,
  • [26] Optimization Based Self-Localization for IoT Wireless Sensor Networks
    Beuchat, Paul
    Hesse, Henrik
    Domahidi, Alexander
    Lygeros, John
    [J]. 2018 IEEE 4TH WORLD FORUM ON INTERNET OF THINGS (WF-IOT), 2018, : 712 - 717
  • [27] Localization Algorithm for Wireless Sensor Network based on Genetic Simulated Annealing Algorithm
    Zhang, Qingguo
    Wang, Jinghua
    Jin, Cong
    Zeng, Qingjiang
    [J]. 2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 3539 - 3543
  • [28] Research on the self-localization of Wireless Sensor Networks
    Bao, Xi-Rong
    Zhang, Shi
    Xue, Ding-Yu
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON EMBEDDED SOFTWARE AND SYSTEMS, 2008, : 363 - 367
  • [29] A Self-Localization Method for Wireless Sensor Networks
    Randolph L. Moses
    Dushyanth Krishnamurthy
    Robert M. Patterson
    [J]. EURASIP Journal on Advances in Signal Processing, 2003
  • [30] Self-localization techniques for Wireless Sensor Networks
    Youssef, Mohamed
    Noureldin, Aboelmagd
    Yousie, Abdel Fattah
    EI-Sheimy, Naser
    [J]. 2006 IEEE/ION POSITION, LOCATION AND NAVIGATION SYMPOSIUM, VOLS 1-3, 2006, : 179 - +