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题名: Artificial Bee Colony Algorithm for Reader Collision Problem in Radio Frequency Identification Network
作者: 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
刊名: JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE
ISSN号: 1546-1955
出版日期: 2013
卷号: 10, 期号:12, 页码:2877-2833
收录类别: SCI ; EI
产权排序: 1
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记录号: WOS:000326198400014
WOS标题词: Science & Technology ; Physical Sciences ; Technology
类目[WOS]: Chemistry, Multidisciplinary ; Nanoscience & Nanotechnology ; Materials Science, Multidisciplinary ; Physics, Applied ; Physics, Condensed Matter
关键词[WOS]: OPTIMIZATION ; PERFORMANCE
研究领域[WOS]: Chemistry ; Science & Technology - Other Topics ; Materials Science ; Physics
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内容类型: 期刊论文
URI标识: http://ir.sia.cn/handle/173321/14013
Appears in Collections:信息服务与智能控制技术研究室_期刊论文

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Recommended Citation:
刘微; 牛奔; 陈瀚宁; 朱云龙.Artificial Bee Colony Algorithm for Reader Collision Problem in Radio Frequency Identification Network,JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE,2013,10(12):2877-2833
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