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Artificial Bee Colony Algorithm for Reader Collision Problem in Radio Frequency Identification Network
Liu W(刘微); Niu B(牛奔); Chen HN(陈瀚宁); Zhu YL(朱云龙)
作者部门信息服务与智能控制技术研究室
关键词Rfid Reader Interference Rfid Network Scheduling Binary Artificial Bee Colony
发表期刊JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE
ISSN1546-1955
2013
卷号10期号:12页码:2877-2833
收录类别SCI ; EI
EI收录号20134316901584
WOS记录号WOS:000326198400014
产权排序1
资助机构This work was supported in part by the Natural Science Foundation of China under Grant Nos. 61105067, 71001072, 71271140 and 61174164, and the Strategic Cooperation Project of Foshan and Chinese Academy of Sciences under Grant No. 2011BY100383.
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. This paper, therefore, aims to use a successful swarm intelligence technique called artificial bee colony (ABC) algorithm to minimize both the reader-to-reader interference and total system transaction time in RFID reader networks. As the RFID network scheduling model formulated in this work is a discrete problem, a binary version of artificial bee colony (BABC) algorithm is proposed in this study. Unlike the original ABC algorithm, the proposed BABC represents a food source as a discrete binary variable and applies discrete operators to change the foraging trajectories of the employed bees, onlookers and scouts in the probability that a coordinate will take on a zero or one value. Numerical results for four test cases with different scales, which ranging from 10 to 200 readers, have been presented to demonstrate the performance of the proposed methodology.
语种英语
WOS标题词Science & Technology ; Physical Sciences ; Technology
WOS类目Chemistry, Multidisciplinary ; Nanoscience & Nanotechnology ; Materials Science, Multidisciplinary ; Physics, Applied ; Physics, Condensed Matter
关键词[WOS]OPTIMIZATION ; PERFORMANCE
WOS研究方向Chemistry ; Science & Technology - Other Topics ; Materials Science ; Physics
引用统计
被引频次:2[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/14013
专题信息服务与智能控制技术研究室
通讯作者Chen HN(陈瀚宁)
作者单位1.College of Information and Technology, 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,et al. Artificial Bee Colony Algorithm for Reader Collision Problem in Radio Frequency Identification Network[J]. JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE,2013,10(12):2877-2833.
APA Liu W,Niu B,Chen HN,&Zhu YL.(2013).Artificial Bee Colony Algorithm for Reader Collision Problem in Radio Frequency Identification Network.JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE,10(12),2877-2833.
MLA Liu W,et al."Artificial Bee Colony Algorithm for Reader Collision Problem in Radio Frequency Identification Network".JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE 10.12(2013):2877-2833.
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