{"title":"Research on Bacterial Foraging Optimization Algorithm for DV-Hop Localization","authors":"Zhenjie Pan, Wei Xia","doi":"10.1109/ISCIT55906.2022.9931221","DOIUrl":null,"url":null,"abstract":"Bacterial foraging optimization (BFO) has attracted much attention and been widely applied in a variety of scientific and engineering applications since its inception. This paper proposes a DV -Hop localization algorithm based on bacterial foraging optimization by analysing the DV -Hop localization algorithm which lack of positioning in the wireless sensor network location. To improve the positioning accuracy of DV -Hop algorithm the algorithm use bacterial foraging algorithm to locate the position of the third step in the DV-Hop unknown node. Experimental results show that the algorithm proposed in this paper has better localization effect than the basic DV _Hop algorithm, and it effectively improves the location accuracy, which proves the validity of our proposed method.","PeriodicalId":325919,"journal":{"name":"2022 21st International Symposium on Communications and Information Technologies (ISCIT)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 21st International Symposium on Communications and Information Technologies (ISCIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISCIT55906.2022.9931221","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
Bacterial foraging optimization (BFO) has attracted much attention and been widely applied in a variety of scientific and engineering applications since its inception. This paper proposes a DV -Hop localization algorithm based on bacterial foraging optimization by analysing the DV -Hop localization algorithm which lack of positioning in the wireless sensor network location. To improve the positioning accuracy of DV -Hop algorithm the algorithm use bacterial foraging algorithm to locate the position of the third step in the DV-Hop unknown node. Experimental results show that the algorithm proposed in this paper has better localization effect than the basic DV _Hop algorithm, and it effectively improves the location accuracy, which proves the validity of our proposed method.