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基于改进MVO算法的电力无线专网基站选址

徐玉佳 张华美

计算机与现代化Issue(3):105-109,5.
计算机与现代化Issue(3):105-109,5.DOI:10.3969/j.issn.1006-2475.2024.03.017

基于改进MVO算法的电力无线专网基站选址

Base Station Location Mechanism of Power Wireless Private Network Based on MVO Algorithm

徐玉佳 1张华美2

作者信息

  • 1. 南京邮电大学电子与光学工程学院、柔性电子(未来技术)学院,江苏 南京 210023
  • 2. 南京邮电大学电子与光学工程学院、柔性电子(未来技术)学院,江苏 南京 210023||东南大学毫米波国家重点实验室,江苏 南京 210096
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摘要

Abstract

Aiming at the problem of base station location in power wireless private network,a base station site mathematic model containing construction cost,coverage and overlapping coverage is put forward.Then,the optimal layout of base station is imple-mented based on improved multi-verse optimizer algorithm.Considering the precocious convergence problem of multi-verse opti-mizer algorithm,the travel distance rate in the algorithm is improved first,and then tabu search algorithm is introduced to effec-tively solve the local optimal problem.Finally,the economics and feasibility of the proposed method is verified by conducting comprehensive analysis of the optimized base station deployment scheme.The experimental results show that the designed algo-rithm has higher optimization performance and convergence rate,can save cost budget and reduce co-channel interference while improving coverage,and has a good theoretical guidance for the site planning of power wireless private network.

关键词

电力无线专网/基站选址/多元宇宙优化算法/禁忌搜索算法

Key words

power wireless private network/base station location/multi-verse optimizer algorithm/tabu search algorithm

分类

信息技术与安全科学

引用本文复制引用

徐玉佳,张华美..基于改进MVO算法的电力无线专网基站选址[J].计算机与现代化,2024,(3):105-109,5.

基金项目

国家自然科学基金资助项目(61601242,61871232) (61601242,61871232)

东南大学毫米波国家实验室开放课题(K202227) (K202227)

计算机与现代化

OACSTPCD

1006-2475

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