A coverage enhancement method for wireless sensor networks based on firefly algorithm

被引:0
|
作者
Zhang, Qiuju [1 ]
机构
[1] College of Logistics Information Engineering, Henan Logistics Vocational College, Henan, Zhengzhou,450012, China
关键词
Wireless sensor networks;
D O I
10.1504/IJRIS.2024.142360
中图分类号
学科分类号
摘要
In order to improve the coverage enhancement effect, balance of wireless sensor networks, and shorten the enhancement time, this paper proposes a coverage enhancement method of wireless sensor networks based on firefly algorithm. By describing the coverage problem of wireless sensor network, firefly algorithm is used to deploy wireless sensor network nodes. Through the reasonable deployment of nodes and the shutdown of redundant nodes, the coverage enhancement model of wireless sensor networks is established to achieve the best resource allocation. The experimental results show that the coverage enhancement effect and balance of the proposed method are good, and the coverage enhancement time of wireless sensor networks can be shortened. The highest coverage rate of this method is 99.1%. Copyright © 2024 Inderscience Enterprises Ltd.
引用
收藏
页码:307 / 312
相关论文
共 50 条
  • [1] Mobile Wireless Sensor Networks Coverage Maximization by Firefly Algorithm
    Tuba, Eva
    Tuba, Milan
    Beko, Marko
    2017 27TH INTERNATIONAL CONFERENCE RADIOELEKTRONIKA (RADIOELEKTRONIKA), 2017, : 182 - 186
  • [2] A Metaheuristic Algorithm for Coverage Enhancement of Wireless Sensor Networks
    Wang, Zhigang
    Tian, Liqin
    Wu, Wenxing
    Lin, Lianhai
    Li, Zongjin
    Tong, Yinghua
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
  • [3] Firefly Algorithm Based Clustering Technique for Wireless Sensor Networks
    Manshahia, Mukhdeep Singh
    Dave, Mayank
    Singh, S. B.
    PROCEEDINGS OF THE 2016 IEEE INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, SIGNAL PROCESSING AND NETWORKING (WISPNET), 2016, : 1273 - 1276
  • [4] Mobility Management Protocol in Wireless Sensor Networks based on FireFly Algorithm
    Laroui, Soumia
    Omari, Mohammed
    PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON MATHEMATICS AND INFORMATION TECHNOLOGY (ICMIT), 2017, : 269 - 272
  • [5] Firefly Algorithm Approach for Localization in Wireless Sensor Networks
    Harikrishnan, R.
    Kumar, V. Jawahar Senthil
    Ponmalar, P. Sridevi
    PROCEEDINGS OF 3RD INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING, NETWORKING AND INFORMATICS, ICACNI 2015, VOL 2, 2016, 44 : 209 - 214
  • [6] FARW: Firefly Algorithm for Routing in Wireless Sensor Networks
    Lalwani, Praveen
    Ganguli, Isha
    Banka, Haider
    2016 3RD INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN INFORMATION TECHNOLOGY (RAIT), 2016, : 248 - 252
  • [7] A Homology Based Coverage Optimization Algorithm for Wireless Sensor Networks
    Xiang, Lei
    Yan, Feng
    Zhu, Yaping
    Xia, Weiwei
    Shen, Fei
    Xing, Song
    Wu, Yi
    Shen, Lianfeng
    AD HOC NETWORKS, ADHOCNETS 2019, 2019, 306 : 288 - 301
  • [8] Voronoi Coverage Algorithm Based on Connectivity for Wireless Sensor Networks
    Wang Qihua
    Guo Ge
    Cao Lijie
    Xing Xufeng
    2015 34TH CHINESE CONTROL CONFERENCE (CCC), 2015, : 7833 - 7837
  • [9] Wireless Sensor Networks Life Time Optimization Based on the Improved Firefly Algorithm
    Zivkovic, Miodrag
    Bacanin, Nebojsa
    Tuba, Eva
    Strumberger, Ivana
    Bezdan, Timea
    Tuba, Milan
    2020 16TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE, IWCMC, 2020, : 1176 - 1181
  • [10] Path coverage enhancement in wireless sensor networks based on CVT model
    Yu, Guangxu
    WEB INTELLIGENCE, 2021, 19 (1-2) : 13 - 25