{"title":"Virtual Force-Decorated Genetic Algorithm to Optimize Base Station Locations","authors":"Huan Wang, W. Huangfu, Yunhui Qin, Keping Long","doi":"10.1109/WOCC.2019.8770642","DOIUrl":null,"url":null,"abstract":"The base station location optimization is one of the most important issues in cellular networks. A novel genetic algorithm combined with the virtual force decoration to improve coverage performance of cellular networks is proposed. The virtual force decoration modifies the individuals and provides a better direction guide for the gene mutation. Experiences prove the proposed algorithm not only obtains higher coverage rate but also converges faster than the standard genetic algorithms.","PeriodicalId":285172,"journal":{"name":"2019 28th Wireless and Optical Communications Conference (WOCC)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 28th Wireless and Optical Communications Conference (WOCC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WOCC.2019.8770642","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
The base station location optimization is one of the most important issues in cellular networks. A novel genetic algorithm combined with the virtual force decoration to improve coverage performance of cellular networks is proposed. The virtual force decoration modifies the individuals and provides a better direction guide for the gene mutation. Experiences prove the proposed algorithm not only obtains higher coverage rate but also converges faster than the standard genetic algorithms.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
