A New Method in RFID Anti-Collision Protocol using Chaos Optimization Algorithm

E. Siri, M. Golsorkhtabaramiri, Amir Safaei
{"title":"A New Method in RFID Anti-Collision Protocol using Chaos Optimization Algorithm","authors":"E. Siri, M. Golsorkhtabaramiri, Amir Safaei","doi":"10.1109/IranianCEE.2019.8786699","DOIUrl":null,"url":null,"abstract":"One of the main challenges in modern anti-collision algorithms in RFID systems is to estimate the number of collided tags in each slot of identification process. This paper presents a novel solution in Vogt tag estimation algorithm which is used in assigned tree slotted aloha (ATSA) method based on Chaos optimization algorithm. This method has been examined with logistic chaotic map and outcomes are compared with classical method. Simulation is accomplished with 12-bit ID which covers the full serial number bit length and the tags number are considered up to 4096 tags. Some criterions such as the number of collision slots, idle slots, and total slots are compared and simulation results show an improvement in system throughput.","PeriodicalId":6683,"journal":{"name":"2019 27th Iranian Conference on Electrical Engineering (ICEE)","volume":"03 1","pages":"2062-2066"},"PeriodicalIF":0.0000,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 27th Iranian Conference on Electrical Engineering (ICEE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IranianCEE.2019.8786699","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

One of the main challenges in modern anti-collision algorithms in RFID systems is to estimate the number of collided tags in each slot of identification process. This paper presents a novel solution in Vogt tag estimation algorithm which is used in assigned tree slotted aloha (ATSA) method based on Chaos optimization algorithm. This method has been examined with logistic chaotic map and outcomes are compared with classical method. Simulation is accomplished with 12-bit ID which covers the full serial number bit length and the tags number are considered up to 4096 tags. Some criterions such as the number of collision slots, idle slots, and total slots are compared and simulation results show an improvement in system throughput.
基于混沌优化算法的RFID防碰撞协议新方法
现代RFID系统的防碰撞算法面临的主要挑战之一是估计识别过程中每个插槽中碰撞标签的数量。提出了一种新的Vogt标签估计算法,并将其应用于基于混沌优化算法的分配树槽aloha (ATSA)方法中。用logistic混沌映射对该方法进行了检验,并与经典方法进行了比较。模拟是用12位ID完成的,它涵盖了完整的序列号位长度,标签数被认为是多达4096个标签。通过对碰撞槽数、空闲槽数和总槽数等指标的比较,仿真结果表明系统吞吐量有所提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信