{"title":"Genetic simulated annealing based coverage-enhancing algorithm for deployment of directional Doppler sensors system","authors":"Ke Zhang, Wei Zhang, Haitao Jia, Chengjun Guo","doi":"10.1109/MMWCST.2012.6238204","DOIUrl":null,"url":null,"abstract":"Doppler sensors system is a kind of directional sensing system, and its coverage is different from omnidirectional sensing system. In this paper, we propose a GSACEA (Genetic Simulated Annealing based Coverage-Enhancing Algorithm) for the problem of coverage-enhancing in Doppler sensor networks. GSACEA combines the genetic algorithm and the simulated annealing algorithm into the solution for coverage-enhancing in directional Doppler sensor networks. By simulations, comparing our proposed algorithm with other classic directional sensor networks coverage-enhancing algorithm, GSACEA can achieve higher area coverage rate with lesser iterative computing times.","PeriodicalId":150727,"journal":{"name":"The 2012 International Workshop on Microwave and Millimeter Wave Circuits and System Technology","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"The 2012 International Workshop on Microwave and Millimeter Wave Circuits and System Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MMWCST.2012.6238204","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
Doppler sensors system is a kind of directional sensing system, and its coverage is different from omnidirectional sensing system. In this paper, we propose a GSACEA (Genetic Simulated Annealing based Coverage-Enhancing Algorithm) for the problem of coverage-enhancing in Doppler sensor networks. GSACEA combines the genetic algorithm and the simulated annealing algorithm into the solution for coverage-enhancing in directional Doppler sensor networks. By simulations, comparing our proposed algorithm with other classic directional sensor networks coverage-enhancing algorithm, GSACEA can achieve higher area coverage rate with lesser iterative computing times.
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