On Connected Multiple Point Coverage in Wireless Sensor Networks

We consider a wireless sensor network consisting of a set of sensors deployed randomly. A point in the monitored area is covered if it is within the sensing range of a sensor. In some applications, when the network is sufficiently dense, area coverage can be approximated by guaranteeing point coverage. In this case, all the points of wireless devices could be used to represent the whole area, and the working sensors are supposed to cover all the sensors. Many applications related to security and reliability require guaranteed k-coverage of the area at all times. In this paper, we formalize the k-(Connected) Coverage Set (k-CCS/k-CS) problems, develop a linear programming algorithm, and design two non-global solutions for them. Some theoretical analysis is also provided followed by simulation results.

[1]  Jie Wu,et al.  New metrics for dominating set based energy efficient activity scheduling in ad hoc networks , 2003, 28th Annual IEEE International Conference on Local Computer Networks, 2003. LCN '03. Proceedings..

[2]  Wolfgang Maass,et al.  Approximation schemes for covering and packing problems in image processing and VLSI , 1985, JACM.

[3]  M. Kendall Probability and Statistical Inference , 1956, Nature.

[4]  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..

[5]  Tian He,et al.  Differentiated surveillance for sensor networks , 2003, SenSys '03.

[6]  David Simplot-Ryl,et al.  Energy-efficient area monitoring for sensor networks , 2004, Computer.

[7]  Jehoshua Bruck,et al.  A Geometric Theorem for Approximate Disk Covering Algorithms , 2001 .

[8]  Deborah Estrin,et al.  Geography-informed energy conservation for Ad Hoc routing , 2001, MobiCom '01.

[9]  Jie Wu,et al.  Forward-node-set-based broadcast in clustered mobile ad hoc networks , 2003, Wirel. Commun. Mob. Comput..

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

[11]  Di Tian,et al.  Connectivity maintenance and coverage preservation in wireless sensor networks , 2004, Canadian Conference on Electrical and Computer Engineering 2004 (IEEE Cat. No.04CH37513).

[12]  Xiang-Yang Li,et al.  Geometric spanners for wireless ad hoc networks , 2002, Proceedings 22nd International Conference on Distributed Computing Systems.

[13]  Charles J. Colbourn,et al.  Unit disk graphs , 1991, Discret. Math..

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

[15]  Mario Gerla,et al.  Adaptive Clustering for Mobile Wireless Networks , 1997, IEEE J. Sel. Areas Commun..

[16]  MaassWolfgang,et al.  Approximation schemes for covering and packing problems in image processing and VLSI , 1985 .

[17]  P. J. Green,et al.  Probability and Statistical Inference , 1978 .

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

[19]  Ashish Goel,et al.  Set k-cover algorithms for energy efficient monitoring in wireless sensor networks , 2003, Third International Symposium on Information Processing in Sensor Networks, 2004. IPSN 2004.

[20]  Songwu Lu,et al.  PEAS: a robust energy conserving protocol for long-lived sensor networks , 2002, 10th IEEE International Conference on Network Protocols, 2002. Proceedings..

[21]  Michael A. Henning,et al.  On Double Domination in Graphs , 2005, Discuss. Math. Graph Theory.

[22]  Lali Barrière,et al.  Robust position-based routing in wireless ad hoc networks with irregular transmission ranges , 2003, Wirel. Commun. Mob. Comput..

[23]  Roger Wattenhofer,et al.  Efficient computation of maximal independent sets in unstructured multi-hop radio networks , 2004, 2004 IEEE International Conference on Mobile Ad-hoc and Sensor Systems (IEEE Cat. No.04EX975).

[24]  Di Tian,et al.  A coverage-preserving node scheduling scheme for large wireless sensor networks , 2002, WSNA '02.

[25]  Mahtab Seddigh,et al.  Dominating Sets and Neighbor Elimination-Based Broadcasting Algorithms in Wireless Networks , 2002, IEEE Trans. Parallel Distributed Syst..

[26]  Yinyu Ye,et al.  An O(n3L) potential reduction algorithm for linear programming , 1991, Math. Program..

[27]  Jie Wu,et al.  On constructing k-connected k-dominating set in wireless networks , 2005, 19th IEEE International Parallel and Distributed Processing Symposium.

[28]  Jie Wu,et al.  An extended localized algorithm for connected dominating set formation in ad hoc wireless networks , 2004, IEEE Transactions on Parallel and Distributed Systems.