Browse > Article

An Efficient RFID Business Event Detection Method Using Preprocessing Filtering Scheme  

Rho, Jin-Seok (충북대학교 정보통신공학과)
Bok, Kyoung-Soo (한국과학기술원 전산학과)
Yoo, Jae-Soo (충북대학교 정보통신공학과)
Publication Information
Journal of KIISE:Databases / v.35, no.2, 2008 , pp. 143-154 More about this Journal
Abstract
RFID events are large volume of stream data which come out continuously. Many studies have been done to detect a business event in RFID stream. However, the existing methods have many problems which increase unnecessary operations when business events do not satisfy minimum conditions. In this paper, to remove unnecessary operations, we define the minimum condition of business events and propose an efficient method that detects business events only when the minimum condition is satisfied. To check the minimum condition of business events, we register business queries in a query index. We detect business events using the query index and bitmap. It is shown through various experiment that the proposed method outperforms the existing methods.
Keywords
RFID; RFID Middleware; Nosiness Event; Query Index; Event Detection;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 박석지, 유종현, "u-센서 네트워크 산업의 개념과 발전동향", IITA 주간기술동향, 제1135호, pp. 1-19, 2004
2 E. Wu, Y. Diao, and S. Rizvi, "High Performance Complex Event Processing over Streams," Proc. ACM SIGMOD International Conference on Management of Data, pp. 407-418, 2006
3 M. Mohania, D. Swamini, S. K. Gupta, S. Bhowmick, and T. Dillon, "Event Composition and Detection in Data Stream Management Systems," Proc. International Conference on Database and Expert Systems Applications, pp. 756-765, 2005   DOI   ScienceOn
4 박승창, "RFID 서비스 기술의 최근 국내외 연구개발 동향과 전망", 한국통신학회지(정보통신), 제23권, 제12호, pp. 70-80, 2006   과학기술학회마을
5 F. Wang and P. Liu, "Temporal Management of RFID Data," Proc. International Conference on Very Large Data Bases, pp. 1128-1139, 2005
6 정태수, 김영일, 이용준, "RFID 미들웨어 플랫폼 기술", TELECOMMUNICATIONS REVIEW, 제15권, 제2호, pp. 290-307, 2005
7 F. Wang, S. Liu, P. Liu, and Y. Bai, "Bridging Physical and Virtual Worlds: Complex Event Processing for RFID Data Streams," Proc. International Conference on Extending Database Technology, pp. 588-607, 2006   DOI   ScienceOn
8 M. K. Moon, Y. B. Kim, and K. H. Yeom, "Contextual Events Framework in RFID System," Proc. International Conference on Information Technology : New Generations, pp. 586-587, 2006
9 EPCglobal, The EPCgloval Architecture Framework Final Version, 2005
10 Y. Hu, S. Sundara, T. Chorma, and J. Srinivasan, "Supporting RFID-based Item Tracking Applications in Oracle DBMS Using a Bitmap Datatype," Proc. International Conference on Very Large Data Bases, pp. 1140-1151, 2005
11 D. Gyllstrom, E. Wu, H. J. Chae, Y. Diao, P. Stahlberg, and G. Anderson, "SASE: Complex Event Processing over Streams(Demo)," Proc. Biennial Conference on Innovative Data Systems Research, pp. 407-411, 2007
12 유승화, "RFID 기술 현황 및 활용분야", 정보과학회지, 제23권, 제7호, pp. 64-70, 2005