Interval-based Confidence Computing for Complex Event Processing over Uncertain RFID Data Streams

摘要：

The occurrence time of each RFID (Radio Frequency Identification) event may be uncertain. Recognizing patterns over events with imprecise timestamps had been studied in 1J; however, the proposed method for confidence computation, which needs to enumerate all point matches in the valid intervals of the matched events, is very primitive. In this paper, we propose a temporal interval-based method to support more efficient confidence computation and thus efficient complex event processing (CEP) over RFID streams with imprecise timestamps. Experimental results show that our method is relatively efficient.

关键词： complex event processing uncertain RFID data streams interval-based confidence computation

作者: Yanming Nie Zhanhuai Li Qun Chen Shanglian Peng

作者单位: School of Computer Science Northwestern Polytechnical University Xian, China

会议类型: 国际会议

会议名称: The 2011 International Workshop on Internet of Things Technology and Innovative Application Design(2011年国际物联网技术与创新应用设计研讨会IOT Workshop 2011)

会议地点: 北京

会议语种:英文

页码: 539-542

在线出版日期: 2011-08-24（万方平台首次上网日期，不代表论文的发表时间）