Node Deployment Using Virtual Force with Particle Swarm Optimization in WSN

被引：1
|
作者：
Umadevi, K. S. [1 ]
Shah, Virti [1 ]
Desai, Unnati [1 ]
机构：
[1] VIT Univ, Sch Comp Sci & Engn, Vellore 632014, Tamil Nadu, India
来源：
ADVANCED SCIENCE LETTERS | 2018年 / 24卷 / 08期
关键词：
Virtual Force; Particle Swarm Optimization; Deployment; Wireless Sensor Networks;
D O I：
10.1166/asl.2018.12238
中图分类号：
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号：
07 ; 0710 ; 09 ;
摘要：
Sensor nodes are always considered in wireless sensor networks. So deployments of these sensor nodes are considerable, but proper deployment can decrease the complication of problems in wireless sensor networks. During such communication, data routing must be done efficiently in order to reduce the complexity. In addition, it minimizes energy consumption and thus extends the lifetime of Network. An attempt is made using Virtual Force and Particle Swarm Optimization for effective node deployment. First step, Virtual Force Algorithm is used for placement of nodes. Secondly, the result is provided to Particle Swarm Optimization to optimize the best fit between the neighbor nodes. The result depicts the proper deployment of nodes done in wireless sensor networks and improves the efficiency by minimal energy consumption.
引用
收藏
页码：6017 / 6019
页数：3
相关论文
共 50 条
  • [1] Virtual Force Particle Swarm Optimization Mix Algorithm for Node Deployment in UWSNs
    Wen, Heng
    Peng, Zheng
    Guo, Xiaoxin
    Huo, Lipeng
    Cui, Jun-Hong
    [J]. 17TH ACM INTERNATIONAL CONFERENCE ON UNDERWATER NETWORKS & SYSTEMS, WUWNET 2023, 2024,
  • [2] Virtual Force and Glowworm Swarm Optimization Based Node Deployment Strategy for WSNs
    Wang, Jin
    Cao, Yiquan
    Cao, Jiayi
    Ji, Huan
    Yu, Xiaofeng
    [J]. ADVANCES IN COMPUTER SCIENCE AND UBIQUITOUS COMPUTING, 2017, 421 : 456 - 462
  • [3] A wireless sensor node deployment scheme based on embedded virtual force resampling particle swarm optimization algorithm
    Qi, Xiaogang
    Li, Zhinan
    Chen, Chen
    Liu, Lifang
    [J]. APPLIED INTELLIGENCE, 2022, 52 (07) : 7420 - 7441
  • [4] A wireless sensor node deployment scheme based on embedded virtual force resampling particle swarm optimization algorithm
    Xiaogang Qi
    Zhinan Li
    Chen Chen
    Lifang Liu
    [J]. Applied Intelligence, 2022, 52 : 7420 - 7441
  • [5] Particle Swarm Optimization Based Deployment for WSN with the Existence of Obstacles
    Metiaf, Ali
    Wu, Qianhong
    [J]. CONFERENCE PROCEEDINGS OF 2019 5TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND ROBOTICS (ICCAR), 2019, : 614 - 618
  • [6] Node Deployment Optimization for Wireless Sensor Networks Based on Virtual Force-Directed Particle Swarm Optimization Algorithm and Evidence Theory
    Wu, Liangshun
    Qu, Junsuo
    Shi, Haonan
    Li, Pengfei
    [J]. ENTROPY, 2022, 24 (11)
  • [7] Performance Analysis of Virtual Force Models in Node Deployment Algorithm of WSN
    Ren Xiaoping
    Cai Zixing
    Li Zhao
    Wang Wuyi
    [J]. ADVANCES IN INTELLIGENT SYSTEMS, 2012, 138 : 1 - +
  • [8] Performance Analysis of Virtual Force Models in Node Deployment Algorithm of WSN
    Ren Xiaoping
    Cai Zixing
    Li Zhao
    Wang Wuyi
    [J]. 2010 INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT (CCCM2010), VOL II, 2010, : 378 - 381
  • [9] A Particle Swarm Optimization Algorithm for Deployment of Sensor Nodes in WSN Network
    Liang, Jie
    Wang, Lu
    Ji, Qingchang
    [J]. JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING, 2022, 2022
  • [10] A Hybrid Firefly with Dynamic Multi-swarm Particle Swarm Optimization for WSN Deployment
    Chang, Wei-Yan
    Soma, Prathibha
    Chen, Huan
    Chang, Hsuan
    Tsai, Chun-Wei
    [J]. JOURNAL OF INTERNET TECHNOLOGY, 2023, 24 (04): : 825 - 836
12345