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题名: Application of a multi-species optimizer in ubiquitous computing for RFID networks scheduling
作者: Chen HN(陈瀚宁) ; Zhu YL(朱云龙) ; Hu KY(胡琨元) ; Niu B(牛奔)
作者部门: 先进制造技术研究室
会议名称: 3rd International Conference on Natural Computation (ICNC 2007)
会议日期: August 24-27, 2007
会议地点: Haikou, China
会议录: ICNC 2007: Third International Conference on Natural Computation, Vol 2, Proceedings
会议录出版者: IEEE COMPUTER SOC
会议录出版地: LOS ALAMITOS
出版日期: 2007
页码: 420-425
收录类别: CPCI(ISTP) ; EI
摘要: Devising switching schemes for networks of colliding and correlated RFID readers is a core challenge in the reliable operation of RFID augmented ubiquitous environment. In this paper, a novel optimal scheduling scheme for RFID networks using a symbiotic multi-species particle swarm oplimizer (SMSO) is presented The SMSO, which inspired by the biological phenomenon of symbiosis in nature, can remarkably enhance the convergence and accuracy of the standard particle swarm optimizer (SPSO) when applied to perform the nonlinear optimization problems. Numerical simulations of three benchmark junctions are used to test the performance of SMSO. Furthermore, simulation on RFID reader networks architecture is given to illustrate the effectiveness of the proposed scheduling scheme.
语种: 英语
产权排序: 1
内容类型: 会议论文
URI标识: http://ir.sia.cn/handle/173321/8219
Appears in Collections:工业信息学研究室_先进制造技术研究室_会议论文

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Recommended Citation:
陈瀚宁; 朱云龙; 胡琨元; 牛奔.Application of a multi-species optimizer in ubiquitous computing for RFID networks scheduling.见:IEEE COMPUTER SOC.ICNC 2007: Third International Conference on Natural Computation, Vol 2, Proceedings,LOS ALAMITOS,2007,420-425
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