RFID Complex Event Processing: Applications in Real-Time Locating System

• 作者: Hong Zhang Yao-zong Liu Yong-li Wang
• 来源期刊: 智能科学国际期刊(英文)
• 学科: 工学
• 关键词: Complex Event Processing (CEP) REAL-TIME Locating System (RTLS) Radio Frequency Identification (RFID) TIMED AUTOMATA (TA) Event-Clock AUTOMATA (ECA)
• 年，卷（期）: 2012,（4）
• 页码范围: 160-165
• 页数: 6页
• 分类号: TP39

摘要

Complex event processing (CEP) can extract meaningful events for real-time locating system (RTLS) applications. To identify complex event accurately in RTLS, we propose a new RFID complex event processing method GEEP, which is based on the timed automata (TA) theory. By devising RFID locating application into complex events, we model the timing diagram of RFID data streams based on the TA. We optimize the constraint of the event streams and propose a novel method to derive the constraint between objects, as well as the constraint between object and location. Experiments prove the proposed method reduces the cost of RFID complex event processing, and improves the efficiency of the RTLS.