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RFID network scheduling using a discrete multi-swarm optimizer
Liu W(刘微); Niu B(牛奔); Chen HN(陈瀚宁)
作者部门信息服务与智能控制技术研究室
关键词Radio Frequency Identification (Rfid) Topology
发表期刊Advances in Information Sciences and Service Sciences
ISSN1976-3700
2012
卷号4期号:22页码:429-437
收录类别EI
EI收录号20125215835484
产权排序2
摘要The operation of RFID systems often involves a situation in which multiple readers physically located near one another may interfere with one another's operation. Such reader collision must be minimized to avoid the faulty or miss reads. Specifically, scheduling the colliding RFID readers to reduce the total system transaction time or response time is the challenging problem for large-scale RFID network deployment. This paper, therefore, aims to use a successful multi-swarm cooperative optimizer called PS2O to minimize both the reader-to-reader interference and total system transaction time in RFID reader networks. The main idea of PS2O is to extend the single population PSO to the interacting multi-swarms model by constructing hierarchical interaction topology and enhanced dynamical update equations. As the RFID network scheduling model formulated in this work is a discrete problem, a binary version of PS2O algorithm is proposed in this study. Numerical results for four test cases with different scales, which ranging from 30 readers to 200 readers, have been presented to demonstrate the performance of the proposed methodology.
语种英语
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/10587
专题信息服务与智能控制技术研究室
作者单位1.Jilin Normal University, Siping, 136000, China
2.Laboratory of Information Service and Intelligent Control, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
3.College of Management, Shenzhen University, Shenzhen, 518060, China
推荐引用方式
GB/T 7714
Liu W,Niu B,Chen HN. RFID network scheduling using a discrete multi-swarm optimizer[J]. Advances in Information Sciences and Service Sciences,2012,4(22):429-437.
APA Liu W,Niu B,&Chen HN.(2012).RFID network scheduling using a discrete multi-swarm optimizer.Advances in Information Sciences and Service Sciences,4(22),429-437.
MLA Liu W,et al."RFID network scheduling using a discrete multi-swarm optimizer".Advances in Information Sciences and Service Sciences 4.22(2012):429-437.
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