Maximum Lifetime Target Coverage in Wireless Sensor Networks

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.

[1]  Manju,et al.  Genetic Algorithm-Based Heuristic for Solving Target Coverage Problem in Wireless Sensor Networks , 2018 .

[2]  Yu Gu,et al.  Fundamental Results on Target Coverage Problem in Wireless Sensor Networks , 2009, GLOBECOM 2009 - 2009 IEEE Global Telecommunications Conference.

[3]  Weili Wu,et al.  Energy-efficient target coverage in wireless sensor networks , 2005, Proceedings IEEE 24th Annual Joint Conference of the IEEE Computer and Communications Societies..

[4]  Habib M. Ammari,et al.  Coverage in Wireless Sensor Networks: A Survey , 2010, Netw. Protoc. Algorithms.

[5]  Sung-Gi Min,et al.  Maximum lifetime scheduling for target coverage in wireless sensor networks , 2010, IWCMC.

[6]  Sushil K. Prasad,et al.  A distributed algorithmic framework for coverage problems in Wireless Sensor Networks , 2008, 2008 IEEE International Symposium on Parallel and Distributed Processing.

[7]  Adel Guitouni,et al.  A genetic algorithm for a multi-objective nodes placement problem in heterogeneous network infrastructure for surveillance applications , 2011, 2011 4th Joint IFIP Wireless and Mobile Networking Conference (WMNC 2011).

[8]  Qun Zhao,et al.  Lifetime Maximization for Connected Target Coverage in Wireless Sensor Networks , 2008, IEEE/ACM Transactions on Networking.

[9]  Jie Wu,et al.  Maximum network lifetime in wireless sensor networks with adjustable sensing ranges , 2005, WiMob'2005), IEEE International Conference on Wireless And Mobile Computing, Networking And Communications, 2005..

[10]  Zhaoquan Cai,et al.  A Simple Randomized Algorithm for Complete Target Coverage Problem in Sensor Wireless Networks , 2016 .

[11]  Jie Wu,et al.  Mobility Control for Complete Coverage in Wireless Sensor Networks , 2008, 2008 The 28th International Conference on Distributed Computing Systems Workshops.

[12]  Jing He,et al.  Reliable and Energy Efficient Target Coverage for Wireless Sensor Networks , 2011 .

[13]  Deying Li,et al.  Sensor scheduling for target coverage in directional sensor networks , 2017, Int. J. Distributed Sens. Networks.

[14]  Bernard Pottier,et al.  Wireless Sensor Networks and Satellite Simulation , 2015, WISATS.

[15]  Hai Liu,et al.  Maximal lifetime scheduling for K to 1 sensor-target surveillance networks , 2006, Comput. Networks.

[16]  Mohammad Reza Meybodi,et al.  Maximizing Lifetime of Target Coverage in Wireless Sensor Networks Using Learning Automata , 2013, Wirel. Pers. Commun..

[17]  Jean-Marie Bonnin,et al.  Wireless sensor networks: a survey on recent developments and potential synergies , 2013, The Journal of Supercomputing.

[18]  Anvesha Katti,et al.  Target coverage in random wireless sensor networks using cover sets , 2019, J. King Saud Univ. Comput. Inf. Sci..

[19]  Panayiotis Kotzanikolaou,et al.  Solving coverage problems in wireless sensor networks using cover sets , 2010, Ad Hoc Networks.

[20]  Siba K. Udgata,et al.  Sensor Deployment and Scheduling for Target Coverage Problem in Wireless Sensor Networks , 2014, IEEE Sensors Journal.

[21]  Walid Osamy,et al.  Mobility-assisted minimum connected cover in a wireless sensor network , 2012, J. Parallel Distributed Comput..

[22]  Guoliang Xing,et al.  Integrated coverage and connectivity configuration in wireless sensor networks , 2003, SenSys '03.