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Erschienen in: Wireless Personal Communications 3/2020

18.11.2019

Maximum Lifetime Target Coverage in Wireless Sensor Networks

verfasst von: Nora Saadi, Ahcène Bounceur, Reinhardt Euler, Massinissa Lounis, Madani Bezoui, Moussa Kerkar, Bernard Pottier

Erschienen in: Wireless Personal Communications | Ausgabe 3/2020

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Abstract

The challenge in the deployment of wireless sensor networks is to ensure the coverage of targets with high energy efficiency, particularly when coverage and energy constraints must be taken into account. Many algorithms have been suggested over the years to enhance network lifetime as sensor nodes are powered by batteries. These algorithms divide a set of sensor nodes into a number of subsets which can monitor all targets. The subsets are either joint or disjoint. In this paper, we propose an efficient method to compute the maximum lifetime target coverage. Our proposed method is centred around a target that is covered by a minimum number of sensor nodes. Based on this approach, we also propose an algorithm to expand the network lifetime which guarantees the monitoring of all targets by forming subsets of sensor nodes. Our obtained results are compared with the work reported in Cardei et al. (In: INFOCOM 24th annual joint conference of the IEEE computer and communications societies. Proceedings IEEE, 3:1976–1984, 2005). They are also compared with a method of computing the maximum lifetime target coverage. The results obtained by simulation show that the proposed algorithm enhances the network lifetime, which illustrates the efficiency of this algorithm.

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Literatur
1.
Zurück zum Zitat Rawat, P., Singh, K. D., Chaouchi, H., & Bonnin, J. M. (2014). Wireless sensor networks: A survey on recent developments and potential synergies. The Journal of Supercomputing, 68, 1–48.CrossRef Rawat, P., Singh, K. D., Chaouchi, H., & Bonnin, J. M. (2014). Wireless sensor networks: A survey on recent developments and potential synergies. The Journal of Supercomputing, 68, 1–48.CrossRef
2.
Zurück zum Zitat Mulligan, R., & Ammari, H. M. (2010). Coverage in wireless sensor networks: A survey. Network Protocols and Algorithms, 2, 27–53. Mulligan, R., & Ammari, H. M. (2010). Coverage in wireless sensor networks: A survey. Network Protocols and Algorithms, 2, 27–53.
3.
Zurück zum Zitat Cardei, M., Thai, M. T., Li, Y., & Wu, W. (2005). Energy-efficient target coverage in wireless sensor networks. In INFOCOM 24th annual joint conference of the IEEE computer and communications societies. Proceedings IEEE, (vol. 3, pp. 1976–1984). Cardei, M., Thai, M. T., Li, Y., & Wu, W. (2005). Energy-efficient target coverage in wireless sensor networks. In INFOCOM 24th annual joint conference of the IEEE computer and communications societies. Proceedings IEEE, (vol. 3, pp. 1976–1984).
4.
Zurück zum Zitat Gu, Y., Ji, Y., Li, J., & Zhao, B. (2009). Fundamental results on target coverage problem in wireless sensor networks. In Global telecommunications conference. Gu, Y., Ji, Y., Li, J., & Zhao, B. (2009). Fundamental results on target coverage problem in wireless sensor networks. In Global telecommunications conference.
5.
Zurück zum Zitat Kim, H., Han, YH., & Min, S. (2010). Maximum lifetime scheduling for target coverage in wireless sensor networks. In Proceedings of the 6th international wireless communications and mobile computing conference. Kim, H., Han, YH., & Min, S. (2010). Maximum lifetime scheduling for target coverage in wireless sensor networks. In Proceedings of the 6th international wireless communications and mobile computing conference.
6.
Zurück zum Zitat Dong, Y., Xu, J., & Zhang, X. (2008). Energy-efficient target coverage algorithm for wireless sensor networks. Distributed computing systems workshops. Dong, Y., Xu, J., & Zhang, X. (2008). Energy-efficient target coverage algorithm for wireless sensor networks. Distributed computing systems workshops.
7.
Zurück zum Zitat Zorbas, D., Glynos, D., Kotzanikolaou, P., & Douligeris, C. (2010). Solving coverage problems in wireless sensor networks using cover sets. Computer Communications Journal, 8, 400–415. Zorbas, D., Glynos, D., Kotzanikolaou, P., & Douligeris, C. (2010). Solving coverage problems in wireless sensor networks using cover sets. Computer Communications Journal, 8, 400–415.
8.
Zurück zum Zitat Zhao, Q., & Gurusamy, M. (2008). Lifetime maximization for connected target coverage in wireless sensor networks. IEEE/ACM Transactions on Networking, 16, 1378–1391.CrossRef Zhao, Q., & Gurusamy, M. (2008). Lifetime maximization for connected target coverage in wireless sensor networks. IEEE/ACM Transactions on Networking, 16, 1378–1391.CrossRef
9.
Zurück zum Zitat He, J., Ji, S., Pan, Y., & Li, Y. (2011). Reliable and energy efficient target coverage for wireless sensor networks. Tsinghua Science Technology, 19, 2839–2854. He, J., Ji, S., Pan, Y., & Li, Y. (2011). Reliable and energy efficient target coverage for wireless sensor networks. Tsinghua Science Technology, 19, 2839–2854.
10.
Zurück zum Zitat Jiang, Z., Wu, J., Kline, R., & Krantz, J. (2008). Mobility control for complete coverage in wireless sensor networks. Distributed computing systems workshops, pp. 291–296. Jiang, Z., Wu, J., Kline, R., & Krantz, J. (2008). Mobility control for complete coverage in wireless sensor networks. Distributed computing systems workshops, pp. 291–296.
11.
Zurück zum Zitat Khedr, A. M., & Osamy, W. (2012). Mobility-assisted minimum connected cover in a wireless sensor network. Journal of Parallel and Distributed Computing, 72, 827–837.CrossRef Khedr, A. M., & Osamy, W. (2012). Mobility-assisted minimum connected cover in a wireless sensor network. Journal of Parallel and Distributed Computing, 72, 827–837.CrossRef
12.
Zurück zum Zitat Cardei, M., Wu, J., Lu, M., & Pervaiz, M. O. (2005). Maximum network lifetime in wireless sensor networks with adjustable sensing ranges. IEEE WiMob. Cardei, M., Wu, J., Lu, M., & Pervaiz, M. O. (2005). Maximum network lifetime in wireless sensor networks with adjustable sensing ranges. IEEE WiMob.
13.
Zurück zum Zitat Mostafaei, H., & Meybodi, M. R. (2013). Maximizing lifetime of target coverage in wireless sensor networks using learning automate. Wireless Personal Communications, 71, 1461–1477.CrossRef Mostafaei, H., & Meybodi, M. R. (2013). Maximizing lifetime of target coverage in wireless sensor networks using learning automate. Wireless Personal Communications, 71, 1461–1477.CrossRef
14.
Zurück zum Zitat Mini, S., Udgata, S. K., & Sabat, S. L. (2014). Sensor deployment and scheduling for target coverage problem in wireless sensor networks. IEEE Journal, 14, 636–644. Mini, S., Udgata, S. K., & Sabat, S. L. (2014). Sensor deployment and scheduling for target coverage problem in wireless sensor networks. IEEE Journal, 14, 636–644.
15.
Zurück zum Zitat Hai, L., Pengjun, W., & Xiaohua, J. (2006). Maximal lifetime scheduling for k to 1 sensor target surveillance networks. Computer Networks Journal, 50, 2839–2854.CrossRef Hai, L., Pengjun, W., & Xiaohua, J. (2006). Maximal lifetime scheduling for k to 1 sensor target surveillance networks. Computer Networks Journal, 50, 2839–2854.CrossRef
16.
Zurück zum Zitat Abdelkhalek, O., Krichen, S., Guitouni, A., & MitrovicMinic, S. (2011). A genetic algorithm for a multi-objective nodes placement problem in heterogeneous network infrastructure for surveillance applications. In Wireless and mobile networking conference. Abdelkhalek, O., Krichen, S., Guitouni, A., & MitrovicMinic, S. (2011). A genetic algorithm for a multi-objective nodes placement problem in heterogeneous network infrastructure for surveillance applications. In Wireless and mobile networking conference.
17.
Zurück zum Zitat Wang, X., Xing, G., Zhang, Y., Lu, C., Pless, R., & Gill, C. (2003). Integrated coverage and connectivity configuration in wireless sensor networks. In Proceedings of the 1st international conference on Embedded networked sensor systems, (pp. 28–39). ACM. Wang, X., Xing, G., Zhang, Y., Lu, C., Pless, R., & Gill, C. (2003). Integrated coverage and connectivity configuration in wireless sensor networks. In Proceedings of the 1st international conference on Embedded networked sensor systems, (pp. 28–39). ACM.
18.
Zurück zum Zitat Dhawan, A., & Prasad, S. K. (2009). A distributed algorithmic framework for coverage problems in wireless sensor networks. International Journal of Parallel Emergent and Distributed Systems, 24, 331–348.MathSciNetCrossRef Dhawan, A., & Prasad, S. K. (2009). A distributed algorithmic framework for coverage problems in wireless sensor networks. International Journal of Parallel Emergent and Distributed Systems, 24, 331–348.MathSciNetCrossRef
19.
Zurück zum Zitat Lucas, P. Y., Van, L. N., Truong, T. Phong, & Pottier, B. (2015). Wireless sensor networks and satellite simulation. In Wireless and satellite systems, (pp. 185–198). Springer LNICST. Lucas, P. Y., Van, L. N., Truong, T. Phong, & Pottier, B. (2015). Wireless sensor networks and satellite simulation. In Wireless and satellite systems, (pp. 185–198). Springer LNICST.
21.
Zurück zum Zitat Singh, Manju, & D., Chand, S., & Kumar, B., (2018). Genetic algorithm-based heuristic for solving target coverage problem in wireless sensor networks. In Advanced Computing and communication technologies, (pp. 257–264). Singapore: Springer. Singh, Manju, & D., Chand, S., & Kumar, B., (2018). Genetic algorithm-based heuristic for solving target coverage problem in wireless sensor networks. In Advanced Computing and communication technologies, (pp. 257–264). Singapore: Springer.
22.
Zurück zum Zitat Luo, W., Cai, Z., & Zeng, Z. (2016). A simple randomized algorithm for complete target coverage problem in sensor wireless networks. In Frontier Computing, (pp. 373–378). Singapore: Springer. Luo, W., Cai, Z., & Zeng, Z. (2016). A simple randomized algorithm for complete target coverage problem in sensor wireless networks. In Frontier Computing, (pp. 373–378). Singapore: Springer.
23.
Zurück zum Zitat Jia, J., Dong, C., He, X., Li, D., & Yu, Y. (2017). Sensor scheduling for target coverage in directional sensor networks. International Journal of Distributed Sensor Networks, 13, 1550147717713642. Jia, J., Dong, C., He, X., Li, D., & Yu, Y. (2017). Sensor scheduling for target coverage in directional sensor networks. International Journal of Distributed Sensor Networks, 13, 1550147717713642.
Metadaten
Titel
Maximum Lifetime Target Coverage in Wireless Sensor Networks
verfasst von
Nora Saadi
Ahcène Bounceur
Reinhardt Euler
Massinissa Lounis
Madani Bezoui
Moussa Kerkar
Bernard Pottier
Publikationsdatum
18.11.2019
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 3/2020
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-019-06935-5

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