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个人信息Personal Information
副教授
硕士生导师
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:系统工程研究所
学科:管理科学与工程
办公地点:管经学部D420
联系方式:zhgq@dlut.edu.cn
电子邮箱:zhgq@dlut.edu.cn
Study of CEP-Based RFID Data Processing Model
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论文类型:会议论文
发表时间:2008-12-21
收录刊物:EI、CPCI-S、Scopus
卷号:3
页面范围:254-258
摘要:More and more real time applications apply RFID technology to identify, track and locate objects. Wide deployment of RFID readers will generate an unprecedented volume of primitive data in a short time. Duplication and redundancy of primitive data will affect real time performance of application. Thus, emerging applications must filter primitive data and correlate them for complex pattern detection and transform them to events that provide meaningful, actionable information to end applications. In this paper, we design and develop a complex event processing system called BICEPS. BCEPS will process RFID primitive data and event and perform data transformation. We design a simple complex event language for such transformation. For enhancing real time performance of application, we also design a priority-based event scheduling algorithm for event processing. We apply BCEPS to RFID-based tracking and locating system underground mine which we develop and illustrate the results.