Abstract
With the increasing mature of hardware technology and the continuous reduction of RFID production cost, the technology has been widely used in many fields. This paper proposes a real-time event stream framework for RFID system and develops a retail supermarket management system for the purpose of commodity monitoring and tracing. An event-centric architecture for the RFID real-time is designed, which can support both real-time event queries over event streams and history event queries on event databases. Event types of retail supermarkets are analyzed in details, and the event relation diagram among them is given. Based on the framework, an event filtering method using a hash table to remove redundant data and an improved SASE method to process complex events are presented.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Agrawal J, Diao Y, Gyllstrom D, Immerman N (2008) Efficient pattern matching over event streams. In: Proceedings of ACM international conference on interaction sciences: information technology, Wilderness, South Africa, pp 147–160
Bai Y, Wang F, Liu P, Zaniolo C, Liu S (2007) RFID data processing with a data stream query language. In: Proceedings of 23rd international conference on data engineering (ICDE). Istanbul, Turkey, pp 1184–1193
Brusey J, Harrison M, Floerkemeier Ch, Fletcher M (2003) Reasoning about uncertainty in location identification with RFID. In: Workshop on reasoning with uncertainty in robotics at proceedings of the 18th international joint conference on artificial intelligence, Acapulca, Mexico, July
Chawathe SS, Krishnamurthy V, Ramachandran S, Sarma S (2004) Managing RFID data. In: Proceeding of 30th VLDB conference, Toronto, Canada, pp 1189–1195
Floerkmeier Ch (2004) A probabilistic approach to address uncertainty of RFID, Auto-ID Labs Research Workshop, Zurich, Switzerland
Fuhrer P, Guinard D, Liechti O (2006) RFID: from concepts to concrete implementation. In: Proceedings of the international conference on advances in the internet, processing, systems and interdisciplinary research, 30th Apr
Gyllstrom D, Wu E, Chae HJ, Diao Y, Stahlberg P, Anderson G (2007) SASE: complex event processing over streams. In: Proceedings of conference on innovative data system research, Asilomar, California, USA, pp 108–119
Hinze A (2003) Efficient filtering of composite events. In: Proceedings of the British National Database Conference, London, UK, pp 207–225
Jin X, Lee X, Kong N, Yan B (2008) Efficient complex event processing over RFID data stream. In: Proceeding of 7th IEEE/ACIS international conference on computer an information science, Portland, Oregon, USA, pp 75–81
Khoussainova N, Balazinska M, Suciu D (2007) Probabilistic RFID data management. In: UW CSE technical report. http://db.cs.washington.edu/peex/papers/UW-CSE-07-03-01.pdf
Shu L, Liao G (2009) Event-driven RFID system development for retailer supermarket. In: Proceedings of first international conference on information science and engineering, Nanjing, China, pp 2316–2319
Song W (2006) A semantic modelling approach to automatic services analysis and composition. In: The IASTED international conference on web technologies, applications, and services (WTAS), Calgary, Canada, July
Wang F, Liu S, Liu P, Bai Y (2006) Bridging physical and virtual worlds: complex event processing for RFID data streams. In: Proceedings of international conference on extending database technology (EDBT), Munich, Germany, pp 588–607
Wu E, Diao Y, Rizvi S (2006) High-performance complex event processing over streams. In: Proceedings of ACM SIGMOD international conference on management of data, Chicago, Illinois, USA, pp 407–418
Xiao J, Yuan W, Wang D (2009) Complex event processing model for distributed RFID network. In: Proceedings of ACM international conference on interaction sciences: information technology, culture and Human. Seoul, Korea, pp 1219–1222. http://portal.acm.org/toc.cfm?id=1655925&type=proceeding&coll=GUIDE&dl=GUIDE&CFID=87820888&CFTOKEN=60912819
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer Science+Business Media, LLC
About this paper
Cite this paper
Liao, G., Song, W., Shu, L., Wan, C. (2011). Using Real-Time Event Stream Framework to Develop RFID-based Retailer Supermarket Systems. In: Pokorny, J., et al. Information Systems Development. Springer, New York, NY. https://doi.org/10.1007/978-1-4419-9790-6_34
Download citation
DOI: https://doi.org/10.1007/978-1-4419-9790-6_34
Published:
Publisher Name: Springer, New York, NY
Print ISBN: 978-1-4419-9645-9
Online ISBN: 978-1-4419-9790-6
eBook Packages: Computer ScienceComputer Science (R0)