Wireless sensor network node localization research based on improved wolves algorithm

被引：1
|
作者：
Chen, Guojun [1 ,2 ]
Xu, Pingping [1 ,3 ]
机构：
[1] Taihu Univ Wuxi, Jiangsu Key Construct Lab IoT Applicat Technol, Wuxi 214064, Jiangsu, Peoples R China
[2] Nanjing Univ Aeronaut & Astronaut, Coll Econ & Management, Nanjing 211106, Peoples R China
[3] Southeast Univ Nanjin, Nanjing 211189, Jiangsu, Peoples R China
来源：
2020 19TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS FOR BUSINESS ENGINEERING AND SCIENCE (DCABES 2020) | 2020年
关键词：
Wireless sensor network; DV-Hop; wolves algorithm;
D O I：
10.1109/DCABES50732.2020.00055
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
DV-Hop is a typical node localization algorithm without ranging of wireless sensor network. Because of the shortcoming that this algorithm's accuracy for node positioning is not high, a sensor node localization algorithm based on improved wolves algorithm is proposed. The algorithm is based on the classic DV-Hop algorithm, converts the wireless sensor node localization problem into a multi-constrained optimization problem, and uses improved wolves algorithm to solve this problem, then obtains the optimal solution of unknown node coordinates. Matlab simulation show that, this algorithm can significantly improve the positioning accuracy of the node than other wireless sensor network node localization algorithm.
引用
收藏
页码：182 / 185
页数：4
相关论文
共 50 条
  • [41] An improved centroid localization algorithm based on iterative computation for wireless sensor network
    Jiang Rui
    Yang Zhen
    ACTA PHYSICA SINICA, 2016, 65 (03)
  • [42] Class Topper Optimization Based Improved Localization Algorithm in Wireless Sensor Network
    Mohanta, Tapan Kumar
    Das, Dushmanta Kumar
    WIRELESS PERSONAL COMMUNICATIONS, 2021, 119 (04) : 3319 - 3338
  • [43] An Improved Node Localization Algorithm for Anisotropic Wireless Sensor Networks with Holes
    Er, Meng Joo
    Zhang, Shi
    Wang, Ning
    2016 INTERNATIONAL CONFERENCE ON INTELLIGENT CONTROL POWER AND INSTRUMENTATION (ICICPI), 2016, : 263 - 267
  • [44] A robust node localization algorithm based on local network feature in wireless sensor networks
    Zhao, Fang
    Ma, Yan
    Luo, Haiyong
    Lin, Quan
    Song, Maoqiang
    Gaojishu Tongxin/Chinese High Technology Letters, 2009, 19 (05): : 453 - 460
  • [45] Research on node perception algorithm of wireless sensor network based on machine learning
    Liu, Min-Na
    International Journal of Simulation: Systems, Science and Technology, 2015, 16 (1A): : 1 - 4
  • [46] Research on Wireless Network Node Localization Algorithm for Internet of Things
    Wang, Junshe
    Zhang, Chen
    Jiang, Tongtong
    Duan, Qiang
    PROCEEDINGS OF 2019 IEEE 8TH JOINT INTERNATIONAL INFORMATION TECHNOLOGY AND ARTIFICIAL INTELLIGENCE CONFERENCE (ITAIC 2019), 2019, : 548 - 552
  • [47] Research of Node Localization Algorithm Based on DV-HOP in Wireless Sensor Networks
    Wang, Hongbin
    MEMS, NANO AND SMART SYSTEMS, PTS 1-6, 2012, 403-408 : 1442 - 1446
  • [48] Research of node localization algorithm based on wireless sensor networks in marine environment monitoring
    Song, Yongxian
    Zhang, Xianjin
    Zhang, Ming
    Wang, Jingzhuo
    JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING, 2018, 18 (01) : 69 - 83
  • [49] An Effective Cuckoo Search Algorithm for Node Localization in Wireless Sensor Network
    Cheng, Jing
    Xia, Linyuan
    SENSORS, 2016, 16 (09)
  • [50] Distributed localization algorithm for wireless sensor network node with low complexity
    Wang, Tingting (wttwjl@163.com), 2017, Universidad Central de Venezuela (55):
12345