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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)
Department信息服务与智能控制技术研究室
Source PublicationJOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE
ISSN1546-1955
2013
Volume10Issue:12Pages:2877-2833
Indexed BySCI ; EI
EI Accession number20134316901584
WOS IDWOS:000326198400014
Contribution Rank1
Funding OrganizationThis 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.
KeywordRfid Reader Interference Rfid Network Scheduling Binary Artificial Bee Colony
AbstractThe 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.
Language英语
WOS HeadingsScience & Technology ; Physical Sciences ; Technology
WOS SubjectChemistry, Multidisciplinary ; Nanoscience & Nanotechnology ; Materials Science, Multidisciplinary ; Physics, Applied ; Physics, Condensed Matter
WOS KeywordOPTIMIZATION ; PERFORMANCE
WOS Research AreaChemistry ; Science & Technology - Other Topics ; Materials Science ; Physics
Citation statistics
Cited Times:2[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/14013
Collection信息服务与智能控制技术研究室
Corresponding AuthorChen HN(陈瀚宁)
Affiliation1.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
Recommended Citation
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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