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
  • [1] An improved Node Localization Algorithm in Wireless Sensor Network
    Hu Juan
    Jiang Minlan
    PROCEEDINGS OF 2014 IEEE WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS (WARTIA), 2014, : 398 - 401
  • [2] Research on Wireless Sensor Network Node Localization Algorithm
    Liu, Xiaoyang
    Liu, Chao
    Liu, Wanping
    Zhang, Yihao
    Zeng, Xiaoping
    2017 2ND INTERNATIONAL CONFERENCE ON FRONTIERS OF SENSORS TECHNOLOGIES (ICFST), 2017, : 170 - 173
  • [3] The Optimization Research of Node Localization Algorithm Based on Wireless Sensor Network
    Yuan, Bing
    Su, Zhen
    Lu, Hongfei
    Shu, Bing
    2014 7TH INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS (BMEI 2014), 2014, : 929 - 934
  • [4] An Improved ABC-based Node Localization Algorithm for Wireless Sensor Network
    Li, Mudong
    Xiong, Wei
    Liang, Qing
    2012 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING (WICOM), 2012,
  • [5] The Wireless Sensor Network Localization Research Based On the Improved PSO Algorithm
    Hu Kangkang
    Xu Xudong
    2010 INTERNATIONAL CONFERENCE ON INFORMATION, ELECTRONIC AND COMPUTER SCIENCE, VOLS 1-3, 2010, : 499 - 503
  • [6] An improved localization algorithm for wireless sensor network based on the selection of benchmark anchor node
    Chen, X. (chui@ctgu.edu.cn), 1600, Academy Publisher (07):
  • [7] Research on Wireless Sensor Network Localization Based on An Improved Whale Optimization Algorithm
    Liu, Wenli
    Yu, Hongbo
    Zhu, Hengjun
    Fang, Hanxiong
    JOURNAL OF INTERNET TECHNOLOGY, 2023, 24 (01): : 55 - 64
  • [8] Node Localization Algorithm Based on RSSI in Wireless Sensor Network
    Wang Suzhe
    Li Yong
    6TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION SYSTEMS (ICSPCS'2012), 2012,
  • [9] Algorithm of wireless sensor network node based on the vehicle localization
    Heng, Fan
    PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON MECHATRONICS, ROBOTICS AND AUTOMATION (ICMRA 2015), 2015, 15 : 1420 - 1423
  • [10] Wireless sensor network node localization algorithm based on adjacent node relationship
    Sibo, Chen
    Zhiwei, Lin
    Hong, Huang
    2011 IEEE 3rd International Conference on Communication Software and Networks, ICCSN 2011, 2011, : 215 - 218
12345