Connected coverage in WSNs based on critical targets

Abstract One of the recent challenges in wireless sensor networks is the design of efficient algorithms to monitor a set of discrete targets lying at a field. A set of active nodes must cover all the available targets and at the same time retain connectivity with the sink. Such a set can remain active until one active node depletes its battery. In this paper, we analyze the problem of finding the proper sensor scheduling in order to maximize the total network lifetime. We present OCCH (optimized connected coverage heuristic) an efficient algorithm that is based on a general connected coverage methodology. This methodology takes into account the association of the sensors with the poorly covered targets that set an upper bound on the overall computed lifetime. Two solutions are presented to efficiently manage the battery life of these sensors followed by other minor improvements that prolong the network lifetime. Extensive simulation results are presented that show that our solution outperforms other known algorithms found in the literature in terms of achievable network lifetime.

[1]  Yu Gu,et al.  QoS-aware target coverage in wireless sensor networks , 2009, Wirel. Commun. Mob. Comput..

[2]  Jennifer C. Hou,et al.  Maintaining Sensing Coverage and Connectivity in Large Sensor Networks , 2005, Ad Hoc Sens. Wirel. Networks.

[3]  Panayiotis Kotzanikolaou,et al.  B { GOP } : An Adaptive Algorithm for Coverage Problems in Wireless Sensor Networks , 2007 .

[4]  Baochun Li,et al.  On the fundamental capacity and lifetime limits of energy-constrained wireless sensor networks , 2004, Proceedings. RTAS 2004. 10th IEEE Real-Time and Embedded Technology and Applications Symposium, 2004..

[5]  Anantha Chandrakasan,et al.  Upper bounds on the lifetime of sensor networks , 2001, ICC 2001. IEEE International Conference on Communications. Conference Record (Cat. No.01CH37240).

[6]  Preben E. Mogensen,et al.  A fully distributed method for dynamic spectrum sharing in femtocells , 2012, 2012 IEEE Wireless Communications and Networking Conference Workshops (WCNCW).

[7]  Miodrag Potkonjak,et al.  Power efficient organization of wireless sensor networks , 2001, ICC 2001. IEEE International Conference on Communications. Conference Record (Cat. No.01CH37240).

[8]  Limin Wang,et al.  Sacrificing a Little Coverage Can Substantially Increase Network Lifetime , 2006, SECON.

[9]  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..

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

[11]  Kun-Ming Yu,et al.  Target Coverage in Wireless Sensor Networks , 2011, 2011 Seventh International Conference on Mobile Ad-hoc and Sensor Networks.

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

[13]  Mihaela Cardei,et al.  Energy-efficient connected-coverage in wireless sensor networks , 2008, Int. J. Sens. Networks.

[14]  Ian F. Akyildiz,et al.  Wireless sensor networks: a survey , 2002, Comput. Networks.

[15]  M. N. Giriprasad,et al.  ENERGY EFFICIENT COVERAGE PROBLEMS IN WIRELESS Ad Hoc SENSOR NETWORKS , 2011 .

[16]  Ding-Zhu Du,et al.  Improving Wireless Sensor Network Lifetime through Power Aware Organization , 2005, Wirel. Networks.

[17]  Xiang-Yang Li,et al.  Coverage in wireless ad-hoc sensor networks , 2002, 2002 IEEE International Conference on Communications. Conference Proceedings. ICC 2002 (Cat. No.02CH37333).

[18]  Miodrag Potkonjak,et al.  Worst and best-case coverage in sensor networks , 2005, IEEE Transactions on Mobile Computing.

[19]  Songwu Lu,et al.  PEAS: a robust energy conserving protocol for long-lived sensor networks , 2003, 23rd International Conference on Distributed Computing Systems, 2003. Proceedings..

[20]  Liu Bing,et al.  A Heuristic Greedy Optimum Algorithm for Target Coverage in Wireless Sensor Networks , 2009, 2009 Pacific-Asia Conference on Circuits, Communications and Systems.

[21]  Piotr Berman,et al.  Power efficient monitoring management in sensor networks , 2004, 2004 IEEE Wireless Communications and Networking Conference (IEEE Cat. No.04TH8733).

[22]  Nazma Tara,et al.  Energy-Efficient Target Coverage in Wireless Sensor Networks Based on Modified Ant Colony Algorithm , 2010 .