{"title":"Exploiting hidden Markov models in identifying passive UHF RFID tags","authors":"B. Alsaify, D. Thompson, J. Di","doi":"10.1109/RWS.2014.6830119","DOIUrl":null,"url":null,"abstract":"In this work, we identify RIFD tags using hidden Markov models. By isolating the tag's transmission, we differentiate tags by their acquired transmissions. The results acquired from experimenting with hidden Markov models show that the system's performance will improve when different observations are combined together. The proposed system yielded an accuracy of 97.67% when identifying a tag's manufacturer and an accuracy of 98.04% when identifying individual tags.","PeriodicalId":247495,"journal":{"name":"2014 IEEE Radio and Wireless Symposium (RWS)","volume":"311 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 IEEE Radio and Wireless Symposium (RWS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/RWS.2014.6830119","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
In this work, we identify RIFD tags using hidden Markov models. By isolating the tag's transmission, we differentiate tags by their acquired transmissions. The results acquired from experimenting with hidden Markov models show that the system's performance will improve when different observations are combined together. The proposed system yielded an accuracy of 97.67% when identifying a tag's manufacturer and an accuracy of 98.04% when identifying individual tags.