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Technology of Network & Communication
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1168-1172,1189

Improved equilibrium optimizer algorithm for WSN coverage optimization

Li Shouyu
He Qing
Chen Jun
College of Big Data & Information Engineering, Guizhou University, Guiyang 550025, China

Abstract

Aiming at the problem of blank and overlapping coverage in node deployment of wireless sensor network, this paper proposed a network coverage optimization based on improved equilibrium optimizer(IEO) algorithm. Firstly, it used surround reverse learning to improve the quality of initial population and enhance the optimization ability of the algorithm. Secondly, it introduced dynamic sine and cosine factors to further balance global search and local development ability, so that particle population could search extensively and dig deeply in the search space. Finally, it added circle chaos map in the concentration updating stage to increase the diversity of population and improve the algorithm's ability to escape local optimum. The experimental results show that the IEO algorithm applied to the coverage optimization experiment of WSN can effectively reduce the deployment cost, show higher network coverage and improve the monitoring quality of the network compared with the standard balance optimizer algorithm and other improved algorithms.

Foundation Support

贵州省科技计划项目重大专项项目(黔科合重大专项字[2018]3002)
贵州省公共大数据重点实验室开放课题(2017BDKFJJ004)
贵州大学培育项目(黔科合平台人才[2017]5788)
贵州省科学技术厅(黔科合基础—ZK[2021]一般335)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2021.09.0403
Publish at: Application Research of Computers Printed Article, Vol. 39, 2022 No. 4
Section: Technology of Network & Communication
Pages: 1168-1172,1189
Serial Number: 1001-3695(2022)04-035-1168-05

Publish History

[2021-12-09] Accepted Paper
[2022-04-05] Printed Article

Cite This Article

李守玉, 何庆, 陈俊. 改进平衡优化器算法的WSN覆盖优化 [J]. 计算机应用研究, 2022, 39 (4): 1168-1172,1189. (Li Shouyu, He Qing, Chen Jun. Improved equilibrium optimizer algorithm for WSN coverage optimization [J]. Application Research of Computers, 2022, 39 (4): 1168-1172,1189. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.


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