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An Energy-Efficient Multi-agent Based Architecture in Wireless Sensor Network

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Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4976))

Abstract

Wireless sensor network (WSN) containing thousands of tiny and low-power nodes can be used to monitor environment. An energy-efficient and reliable wireless communication architecture is usually required. In this paper, we propose a novel energy-efficient multi-agent based architecture (EEMA), which is based on a clustering algorithm and multi-agent system to reduce the redundant messages and filter most error messages. EEMA consists of three important agents: classification agent, error agent and filter agent which divide messages processing into three different phases separately and achieve different functions. The simulation results show that EEMA can outperform LEACH and ECDG. It can distinctly prolong the lifetime of the system and improve the system reliability.

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References

  1. Bandyopadhyay, S., Coyle, E.J.: An Energy Efficient Hierarchical Clustering Algorithm for Wireless Sensor Networks. In: Proceeding of IEEE INFOCOM 2003, San Francisco (April 2003)

    Google Scholar 

  2. Fu, Z., Yang, Y., Park, M.-S.: Efficient Clustering of Data Gathering in Wireless Sensor Networks. In: The 8th International Conference on Electronics, Information, and Communication (ICEIC 2006), Ulaanbaatar, Mongolia, June 2006, pp. 351–354 (2006)

    Google Scholar 

  3. Tynan, R., Marsh, D., O’Kane, D., O’Hare, G.M.P.: Agents for wireless sensor network power management. In: Parallel Processing. ICPP 2005 Workshops. International Conference, June 2005, pp. 413–418 (2005)

    Google Scholar 

  4. http://en.wikipedia.org/wiki/Taylor_series

  5. Heo, N., Varshney, P.K.: An intelligent deployment and clustering algorithm for a distributed mobile sensor network. In: IEEE International Conference on Systems, Man and Cybernetics (October 2003)

    Google Scholar 

  6. Sharma, N.K., Kumar, M.: An Energy Constrained Multi-hop Clustering Algorithm for Wireless Sensor Networks. In: Lorenz, P., Dini, P. (eds.) ICN 2005. LNCS, vol. 3420, pp. 706–713. Springer, Heidelberg (2005)

    Google Scholar 

  7. Jamieson, K., Balakrishnan, H., Tay, Y.C.: Sift: a MAC Protocol for Event-Driven Wireless Sensor Networks’. In: Römer, K., Karl, H., Mattern, F. (eds.) EWSN 2006. LNCS, vol. 3868, pp. 260–275. Springer, Heidelberg (2006)

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Yanchun Zhang Ge Yu Elisa Bertino Guandong Xu

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© 2008 Springer-Verlag Berlin Heidelberg

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Zhang, YY., Yang, WC., Kim, KB., Cui, MY., Xue, M., Park, MS. (2008). An Energy-Efficient Multi-agent Based Architecture in Wireless Sensor Network. In: Zhang, Y., Yu, G., Bertino, E., Xu, G. (eds) Progress in WWW Research and Development. APWeb 2008. Lecture Notes in Computer Science, vol 4976. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-78849-2_14

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  • DOI: https://doi.org/10.1007/978-3-540-78849-2_14

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-78848-5

  • Online ISBN: 978-3-540-78849-2

  • eBook Packages: Computer ScienceComputer Science (R0)

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