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Contribution to the Optimization of Data Aggregation Scheduling in Wireless Sensor Networks

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Modelling, Computation and Optimization in Information Systems and Management Sciences

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 360))

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Abstract

Wireless Sensor Network (WSN) is a very important research area. It has wide range of applications in different domains, such as industrial production processes and military fields. The sensing of events and forwarding of sensed information, through multi-hops wireless communications, toward the base-station is the main functionality of a WSN. In this paper, we study the problem of how gather and aggregate data from the whole sensor nodes to the base-station, with efficient way, such that the energy consumption is reduced, messages collision are prevented and the time latency is minimized. The problem of data aggregation scheduling is mathematically modeled, and then a heuristic to resolve the problem are proposed. The simulation results show the efficiency of our solution compared to the best approaches existed in literature.

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References

  1. Chen, X., Hu, X., Zhu, J.: Minimum data aggregation time problem in wireless sensor networks. In: Jia, X., Wu, J., He, Y. (eds.) MSN 2005. LNCS, vol. 3794, pp. 133–142. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  2. Huang, S., Wan, P., Vu, C., Li, Y., Yao, F.: Nearly constant approximation for data aggregation scheduling in wireless sensor networks. In: Proc. IEEE Infocom 2007 (2007)

    Google Scholar 

  3. Bo, Y., Li, J., Li, Y.: Distributed data aggregation scheduling in wireless sensor networks. In: Proc. IEEE Infocom 2009 (2009)

    Google Scholar 

  4. Malhotra, B., Nikolaidis, I., Nascimento, M.: Aggregation convergecast scheduling in wireless sensor networks. Wireless Networks (2010)

    Google Scholar 

  5. Tian, C., Jiang, H., Wang, C., Wu, Z., Chen, J., Liu, W.: Neither Shortest Path Nor Dominating Set: Aggregation Scheduling by Greedy Growing Tree in Multihop Wireless Sensor Networks. IEEE Transactions on Vehicular Technology 60(7) (2011)

    Google Scholar 

  6. Bagaa, M., Derhab, A., Lasla, N., Ouadjaout, A., Badache, N.: Semistructured and unstructured data aggregation scheduling in wireless sensor networks. In: Proc. IEEE Infocom 2012 (2012)

    Google Scholar 

  7. Nikolaidis, Ioanis., de Souza, Evandro: An exploration of aggregation convergecast scheduling, Department of Computing Science, University of Alberta, Edmonton, Canada (2013)

    Google Scholar 

  8. Bagaa, M., Younis, M., Badache, N.: Efficient Data Aggregation Scheduling in Wireless Sensor Networks with Multi-Channel Links. In: MSWiM 2013, Barcelona, Spain (2013)

    Google Scholar 

  9. Somov, A., Minakov, I., Simalatsar, A., Fontana, G., Passerone, R.: A methodology for power consumption evaluation of wireless sensor networks. In: Proc. IEEE ETFA 2009 (2009)

    Google Scholar 

  10. Bagaa, M., Challal, Y., Derhab, A., Badache, N.: Data Aggregation Scheduling Algorithms in Wireless Sensor Networks: solutions and challenges, survey (2014)

    Google Scholar 

  11. Mohammed, Y.: Using metaheuristics for Optimizing Satellite Image Registration. International Journal of Combinatorial Optimization and Informatics 3(3), 69–80 (2012)

    Google Scholar 

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Correspondence to Mohammed Yagouni .

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Yagouni, M., Mobasti, Z., Bagaa, M., Djaoui, H. (2015). Contribution to the Optimization of Data Aggregation Scheduling in Wireless Sensor Networks. In: Le Thi, H., Pham Dinh, T., Nguyen, N. (eds) Modelling, Computation and Optimization in Information Systems and Management Sciences. Advances in Intelligent Systems and Computing, vol 360. Springer, Cham. https://doi.org/10.1007/978-3-319-18167-7_21

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  • DOI: https://doi.org/10.1007/978-3-319-18167-7_21

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-18166-0

  • Online ISBN: 978-3-319-18167-7

  • eBook Packages: EngineeringEngineering (R0)

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