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Lifetime maximization in wireless directional sensor network

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  • Rossi, André
  • Singh, Alok
  • Sevaux, Marc

Abstract

This paper addresses two versions of a lifetime maximization problem for target coverage with wireless directional sensor networks. The sensors used in these networks have a maximum sensing range and a limited sensing angle. In the first problem version, predefined sensing directions are assumed to be given, whereas sensing directions can be freely devised in the second problem version. In that case, a polynomial-time algorithm is provided for building sensing directions that allow to maximize the network lifetime. A column generation algorithm is proposed for both problem versions, the subproblem being addressed with a hybrid approach based on a genetic algorithm, and an integer linear programming formulation. Numerical results show that addressing the second problem version allows for significant improvements in terms of network lifetime while the computational effort is comparable for both problem versions.

Suggested Citation

  • Rossi, André & Singh, Alok & Sevaux, Marc, 2013. "Lifetime maximization in wireless directional sensor network," European Journal of Operational Research, Elsevier, vol. 231(1), pages 229-241.
    • Handle: RePEc:eee:ejores:v:231:y:2013:i:1:p:229-241
    DOI: 10.1016/j.ejor.2013.05.033
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    References listed on IDEAS

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    1. Cerulli, R. & De Donato, R. & Raiconi, A., 2012. "Exact and heuristic methods to maximize network lifetime in wireless sensor networks with adjustable sensing ranges," European Journal of Operational Research, Elsevier, vol. 220(1), pages 58-66.
    2. Alfieri, A. & Bianco, A. & Brandimarte, P. & Chiasserini, C.F., 2007. "Maximizing system lifetime in wireless sensor networks," European Journal of Operational Research, Elsevier, vol. 181(1), pages 390-402, August.
    3. Jing Ai & Alhussein A. Abouzeid, 2006. "Coverage by directional sensors in randomly deployed wireless sensor networks," Journal of Combinatorial Optimization, Springer, vol. 11(1), pages 21-41, February.
    4. Marco E. Lübbecke & Jacques Desrosiers, 2005. "Selected Topics in Column Generation," Operations Research, INFORMS, vol. 53(6), pages 1007-1023, December.
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    Cited by:

    1. Amir Hossein Mohajerzadeh & Hasan Jahedinia & Zahra Izadi-Ghodousi & Dariush Abbasinezhad-Mood & Mahdi Salehi, 2018. "Efficient target tracking in directional sensor networks with selective target area’s coverage," Telecommunication Systems: Modelling, Analysis, Design and Management, Springer, vol. 68(1), pages 47-65, May.
    2. Astorino, Annabella & Gaudioso, Manlio & Miglionico, Giovanna, 2018. "Lagrangian relaxation for the directional sensor coverage problem with continuous orientation," Omega, Elsevier, vol. 75(C), pages 77-86.
    3. André Rossi & Alok Singh & Marc Sevaux, 2021. "Focus distance-aware lifetime maximization of video camera-based wireless sensor networks," Journal of Heuristics, Springer, vol. 27(1), pages 5-30, April.
    4. Luo, Wenchang & Gu, Boyuan & Lin, Guohui, 2018. "Communication scheduling in data gathering networks of heterogeneous sensors with data compression: Algorithms and empirical experiments," European Journal of Operational Research, Elsevier, vol. 271(2), pages 462-473.
    5. Berlińska, Joanna, 2015. "Scheduling for data gathering networks with data compression," European Journal of Operational Research, Elsevier, vol. 246(3), pages 744-749.

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