[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.1145/1101480.1101491acmotherconferencesArticle/Chapter ViewAbstractPublication PagesmiddlewareConference Proceedingsconference-collections
Article

Distributed collaboration for event detection in wireless sensor networks

Published: 28 November 2005 Publication History

Abstract

With the advancement of technology in micro-electronics and wireless communication, small miniature devices called sensor nodes can be used to perform various tasks by forming themselves in to wireless sensor networks. In Wireless Sensor Networks(WSN), event detection is one of the main requirements for most of the applications. An event can be a simple event or a combination of two or more simple events (Composite Event). Detecting and reporting an event desired by the application (user) inspite of stringent constraints of sensor nodes like low energy, low bandwidth, frequent failures etc., is one of the main challenges in WSN. This can be achieved with less uncertainty and masking failures by considering collaboration among sensor nodes. We propose a framework for distributed event detection using collaboration in WSN. The framework consists of two protocols that build a tree by using a communication model similar to the Publish-Subscribe paradigm. This framework is a part of Component Oriented Middleware for Sensor networks (COMiS). In COMiS framework, components are loaded as and when required based on the application semantics. If collaboration is considered, the goal of the application can be easily accomplished even in case of failures of sensors and low energy of nodes.

References

[1]
http://dos.iitm.ac.in/LabPapers/dcl.pdf.
[2]
http://dos.iitm.ac.in/LabPapers/lan.pdf.
[3]
C. Shen, C. Srisathapornphat, C. Jaikaeo. Sensor information networking architecture and applications. IEEE Personal Communications, pages 52--59, 2001.
[4]
D. Janakiram, R. Venkateswarlu, S. Nitin. COMiS: Component Oriented Middleware for Sensor Networks. In To appear in the proceedings of 14th IEEE Workshop on Local Area and Metropolitan Networks (LANMAN), 2005.
[5]
I. F. Akyildiz, W. Su, Y. Sankarasubramaniam, and E. Cayirci. Wireless sensor networks: a survey. In Computer Networks, pages (38)393--422, 2002.
[6]
G. C. Guiling Wang, Wensheng Zhang and T. La. On Supporting Distributed Collaboration In Sensor Networks. In Proceedings of the IEEE Military Communications Conference (MILCOM), 2003.
[7]
D. Janakiram and R. Venkateswarlu. A Distributed Compositional Language for Wireless Sensor Networks. In Proceedings of IEEE Conference on Enabling Technologies for Smart Appliances (ETSA), 2005.
[8]
S. R. Madden, M. J. Franklin, J. M. Hellerstein, and W. Hong. TinyDB: an acquisitional query processing system for sensor networks. ACM Trans. Database Syst., 30(1):122--173, 2005.
[9]
M. Mansouri-Samani and M. Sloman. GEM: a generalized event monitoring language for distributed systems. Distributed Systems Engineering, 4(2):96--108, 1997.
[10]
T. Nieberg, S. Dulman, P. Havinga, L. van Hoesel, and J. Wu. Collaborative algorithms for communication in wireless sensor networks. pages 271--294, Norwell, MA, USA, 2003. Kluwer Academic Publishers.
[11]
K. Obraczka, R. Manduchi, and J. Garcia-Luna-Aveces. Managing the Information Flow in Visual Sensor Networks. In Proceedings of the Fifth International Symposium on Wireless Personal Multimedia Communications, pages 27--30, 2002.
[12]
N. Parlavantzas, G. Coulson, M. Clarke, and G. Blair. Towards a Reflective Component Based Middleware Architecture. In On-Line Proceedings of ECOOP'2000 Workshop on Reflection and Metalevel Architectures, June 2000. Available at http://www.disi.unige.it/RMA2000., 2000.
[13]
P. R. Pietzuch. Hermes: A Scalable Event-Based Middleware. PhD thesis, University of Cambridge, February 2004.
[14]
S. Li, S. Son, and J. Stankovic. Event Detection Services Using Data Service Middleware in Distributed Sensor Networks. In Proceedings of the 2nd Internnational Workshop on Information Processing in Sensor Networks, 2003.
[15]
W. W. Terpstra, S. Behnel, L. Fiege, A. Zeidler, and A. P. Buchmann. A peer-to-peer approach to content-based publish/subscribe. In DEBS '03: Proceedings of the 2nd International Workshop on Distributed event-based systems, pages 1--8, New York, NY, USA, 2003. ACM Press.
[16]
N. Xu. A Survey of Sensor Network Applications.
[17]
Yong. Yao and Johannes. Gehrke. The Cougar Approach to In-Network Query Processing in Sensor Networks. In SIGMOD, 2002.
[18]
W. Zhang and G. Cao. DCTC: Dynamic Convoy Tree-Based Collaboration for Target Tracking in Sensor Networks. to appear in IEEE Transactions on Wireless Communication, 2004.

Cited By

View all
  • (2019)An Automatic Event Detection Method for Massive Wireless Access PredictionIEEE Access10.1109/ACCESS.2019.29345707(113404-113416)Online publication date: 2019
  • (2016)Event Identification in Wireless Sensor NetworksComponents and Services for IoT Platforms10.1007/978-3-319-42304-3_10(187-210)Online publication date: 24-Sep-2016
  • (2015)Autonomous Execution of Reliable Sensor Network Applications on Varying Node HardwareHandbook of Research on Innovations in Systems and Software Engineering10.4018/978-1-4666-6359-6.ch024(602-663)Online publication date: 2015
  • Show More Cited By

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Other conferences
MPAC '05: Proceedings of the 3rd international workshop on Middleware for pervasive and ad-hoc computing
November 2005
145 pages
ISBN:1595932682
DOI:10.1145/1101480
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 28 November 2005

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. collaboration
  2. composite event
  3. event
  4. event of interest
  5. middleware
  6. protocol
  7. publish/subscribe
  8. simple event
  9. wireless sensor networks

Qualifiers

  • Article

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)2
  • Downloads (Last 6 weeks)0
Reflects downloads up to 13 Dec 2024

Other Metrics

Citations

Cited By

View all
  • (2019)An Automatic Event Detection Method for Massive Wireless Access PredictionIEEE Access10.1109/ACCESS.2019.29345707(113404-113416)Online publication date: 2019
  • (2016)Event Identification in Wireless Sensor NetworksComponents and Services for IoT Platforms10.1007/978-3-319-42304-3_10(187-210)Online publication date: 24-Sep-2016
  • (2015)Autonomous Execution of Reliable Sensor Network Applications on Varying Node HardwareHandbook of Research on Innovations in Systems and Software Engineering10.4018/978-1-4666-6359-6.ch024(602-663)Online publication date: 2015
  • (2015)Centralized energy monitoring over wireless sensor networks2015 International Wireless Communications and Mobile Computing Conference (IWCMC)10.1109/IWCMC.2015.7289183(788-792)Online publication date: Aug-2015
  • (2015)Querying moving events in wireless sensor networksPervasive and Mobile Computing10.1016/j.pmcj.2014.01.00816:PA(51-75)Online publication date: 1-Jan-2015
  • (2014)Gossip-based density estimation in dynamic heterogeneous wireless sensor networksInternational Journal of Autonomous and Adaptive Communications Systems10.1504/IJAACS.2014.0580197:1/2(151-168)Online publication date: 1-Nov-2014
  • (2014)A slot assignment for Wireless Body Area Networks2014 IEEE Symposium on Computers and Communications (ISCC)10.1109/ISCC.2014.6912630(1-8)Online publication date: Jun-2014
  • (2013)Reliable and energy-efficient data transmission in EWSN2013 International Conference on Recent Trends in Information Technology (ICRTIT)10.1109/ICRTIT.2013.6844292(738-743)Online publication date: Jul-2013
  • (2013)Overcoming the Deficiencies of Collaborative Detection of Spatially-Correlated Events in WSNAdvanced Infocomm Technology10.1007/978-3-642-38227-7_27(243-257)Online publication date: 2013
  • (2012)High Level Definition of Event-Based Applications for Pervasive SystemsAdvanced Design Approaches to Emerging Software Systems10.4018/978-1-60960-735-7.ch007(128-172)Online publication date: 2012
  • Show More Cited By

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media