Artificial Bee Colony Algorithm for Reader Collision Problem in Radio Frequency Identification Network

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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)
刊名	JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE
	2013
卷号	10 期号:12 页码:2877-2833
关键词	RFID Reader Interference RFID Network Scheduling Binary Artificial Bee Colony
ISSN号	1546-1955
通讯作者	陈瀚宁
产权排序	1
中文摘要	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.
WOS标题词	Science & Technology ; Physical Sciences ; Technology
类目[WOS]	Chemistry, Multidisciplinary ; Nanoscience & Nanotechnology ; Materials Science, Multidisciplinary ; Physics, Applied ; Physics, Condensed Matter
研究领域[WOS]	Chemistry ; Science & Technology - Other Topics ; Materials Science ; Physics
关键词[WOS]	OPTIMIZATION ; PERFORMANCE
收录类别	SCI ; EI
资助信息	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.
语种	英语
WOS记录号	WOS:000326198400014
公开日期	2013-12-27
内容类型	期刊论文
源URL	[http://ir.sia.cn/handle/173321/14013]
专题	沈阳自动化研究所_信息服务与智能控制技术研究室
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.