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
  • [41] Energy Efficient Deployment of VLC-Enabled UAV Using Particle Swarm Optimization
    Ibraiwish, Hussam
    Eltokhey, Mahmoud Wafik
    Alouini, Mohamed-Slim
    [J]. IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY, 2024, 5 : 553 - 565
  • [42] Optimizing Actuators Deployment for WSAN Using Hierarchical Intermittent Communication Particle Swarm Optimization
    Han, Yamin
    Yang, Bo
    Byun, Heejung
    [J]. IEEE SENSORS JOURNAL, 2021, 21 (01) : 847 - 856
  • [43] A Node Localization Approach Using Particle Swarm Optimization in Wireless Sensor Networks
    Zhang, Xihai
    Wang, Tianjian
    Fang, Junlong
    [J]. 2014 INTERNATIONAL CONFERENCE ON IDENTIFICATION, INFORMATION AND KNOWLEDGE IN THE INTERNET OF THINGS (IIKI 2014), 2014, : 84 - 87
  • [44] An Efficient Node Partition Clustering Protocol Using Niching Particle Swarm Optimization
    Ma, Dexin
    Xu, Pengmin
    Ma, Jian
    [J]. PROCEEDINGS OF 2013 IEEE 4TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS), 2012, : 644 - 647
  • [45] Energy Efficient Routing of WSN using Particle Swarm Optimization and V-Leach Protocol
    Singh, Alka
    Rathkanthiwar, Shubhangi
    Kakde, Sandeep
    [J]. 2016 INTERNATIONAL CONFERENCE ON COMMUNICATION AND SIGNAL PROCESSING (ICCSP), VOL. 1, 2016, : 2078 - 2082
  • [46] An Improved Particle Swarm Optimization Deployment for Wireless Sensor Networks
    Ding, Shuxin
    Chen, Chen
    Chen, Jie
    Xin, Bin
    [J]. JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2014, 18 (02) : 107 - 112
  • [47] LOCALIZATION IN WSN USING MAXIMUM LIKELIHOOD ESTIMATION WITH NEGATIVE CONSTRAINTS BASED ON PARTICLE SWARM OPTIMIZATION
    Ding Haiqiang
    Chen Hejun
    Zhuang Hualiang
    He Xiongxiong
    [J]. 2014 12TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP), 2014, : 2185 - 2189
  • [48] Sensor Node Deployment in Wireless Sensor Networks based on Ionic Bond-Directed Particle Swarm Optimization
    Huang, Haiping
    Zhang, Junqing
    Wang, Ruchuan
    Qian, Yisheng
    [J]. APPLIED MATHEMATICS & INFORMATION SCIENCES, 2014, 8 (02): : 597 - 605
  • [49] Optimization of Linear Sensor Node Array for Wireless Sensor Networks Using Particle Swarm Optimization
    Malik, N. N. N. A.
    Esa, M.
    Yusof, S. K. S.
    Hamzah, S. A.
    [J]. 2010 ASIA-PACIFIC MICROWAVE CONFERENCE, 2010, : 1316 - 1319
  • [50] Optimization of Terminal Defense System Deployment Based on Improved Particle Swarm Optimization
    You, Hao
    Zhao, Jiufen
    Shi, Shaokun
    Tang, Qinhong
    [J]. 2018 IEEE CSAA GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC), 2018,
12345