Skip to main content

Improved Approximation Algorithms for Connected Sensor Cover

  • Conference paper
Ad-Hoc, Mobile, and Wireless Networks (ADHOC-NOW 2004)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 3158))

Included in the following conference series:

Abstract

Wireless sensor networks have recently posed many new system building challenges. One of the main problems is energy conservation since most of the sensors are devices with limited battery life and it is infeasible to replenish energy via replacing batteries. An effective approach for energy conservation is scheduling sleep intervals for some sensors, while the remaining sensors stay active providing continuous service. In this paper we consider the problem of selecting a set of active sensors of minimum cardinality so that sensing coverage and network connectivity are maintained. We show that the greedy algorithm that provides complete coverage has an approximation factor of Ω(log n), where n is the number of sensor nodes. Then we present algorithms that provide approximate coverage while the number of nodes selected is a constant factor far from the optimal solution.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Abrams, Z., Goel, A., Plotkin, S.: Set K-Cover Algorithms for Energy Efficient Monitoring in Wireless Sensor Networks. In: Proc. of Third International Symposium on Information Processing in Sensor Networks, IPSN (2004)

    Google Scholar 

  2. Akyildiz, I.F., Su, W., Sankarasubramaniam, Y., Cayirci, E.: Wireless Sensor Networks:A Survey. Computer Networks (March 2002)

    Google Scholar 

  3. Berman, P., Calinescu, G., Shah, C., Zelikovsky, A.: Power Efficient Monitoring Management in Sensor Networks. In: IEEE Wireless Communication and Networking Conference (WCNC 2004), Atlanta (March 2004)

    Google Scholar 

  4. Badrinath, B., Srivastava, M., Mills, K., Holtz, J.S., Sollins, K. (eds.): Special Issue on Smart Spaces and Environments. IEEE Personal Communications (2000)

    Google Scholar 

  5. Ben-Moshe, B., Katz, M.J., Segal, M.: Obnoxious Facility Location: Complete Service with Minimal Harm. International Journal of Computational Geometry and Applications 10, 581–592 (2000)

    Article  MATH  MathSciNet  Google Scholar 

  6. Bose, P., Maheshwari, A., Morin, P., Morrison, J.: The grid placement problem. In: Dehne, F., Sack, J.-R., Tamassia, R. (eds.) WADS 2001. LNCS, vol. 2125, pp. 180–191. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  7. Cerpa, A., Estrin, D.: ASCENT: Adaptive Self-Configuring Sensor Networks Topologies. In: Proc. of INFOCOM 2002, NewYork, NY, USA (June 2002)

    Google Scholar 

  8. Chakrabarty, K., Iyengar, S.S., Qi, H., Cho, E.: Grid coverage for surveillance and target location in distributed sensor networks. IEEE Transactions on Computers 51(12), 1448–1453 (2002)

    Article  MathSciNet  Google Scholar 

  9. Chen, B., Jamieson, K., Balakrishnan, H., Morris, R.: Span: An Energy-Efficient Coordination Algorithm for Topology Maintenance in Ad Hoc Wireless Networks. In: ACM/IEEE International Conference on Mobile Computing and Networking (MobiCom 2001), Rome, Italy (July 2001)

    Google Scholar 

  10. Clark, B., Colbourn, C., Johnson, D.: Unit Disk Graphs. Discrete Mathematics 86, 165–177 (1990)

    Article  MATH  MathSciNet  Google Scholar 

  11. Dhillon, S.S., Chakrabarty, K.: Sensor placement for effective coverage and surveillance in distributed sensor networks. In: Proc. of IEEE Wireless Communications and Networking Conference, pp. 1609–1614 (2003)

    Google Scholar 

  12. Estrin, D., Govindan, R., Heidemann, J.: Special Issue on Embedding the Internet. Communications of the ACM 43 (2000)

    Google Scholar 

  13. Guha, S., Khuller, S.: Improved Methods for Approximating NodeWeighted Steiner Trees and Connected Dominating Sets. Inf. Comput. 150(1), 57–74 (1999)

    Article  MathSciNet  Google Scholar 

  14. Gupta, H., Das, S.R., Gu, Q.: Connected Sensor Cover: Self-Organization of Sensor Networks for Efficient Query Execution. In: Proc. of MobiHoc 2003, Annapolis, Maryland (June 2003)

    Google Scholar 

  15. Huang, H., Richa, A., Segal, M.: Dynamic Coverage and Related Problems in Ad-hoc Sensor Networks. ACM Mobile Networks and Applications: Special Issue on Algorithmic Solutions for Wireless, Mobile, Ad Hoc and Sensor Networks (2003)

    Google Scholar 

  16. Johnson, D.S.: Approximation algorithms for combinatorial problems. J. Comput. System Sci. 9, 256–278 (1974)

    Article  MATH  MathSciNet  Google Scholar 

  17. Kar, K., Banerjee, S.: Node Placement for Connected Coverage in Sensor Networks. In: Proceedings of WiOpt 2003, Sophia-Antipolis, France (March 2003)

    Google Scholar 

  18. Lee, D.T., Sarrafzadeh, M., Wu, Y.F.: Minimum cut for circular-arc graphs. SIAM J. Computing 19(6), 1041–1050 (1990)

    Article  MATH  MathSciNet  Google Scholar 

  19. Li, X., Wan, P., Frieder, O.: Coverage in wireless ad-hoc sensor networks. In: ICC 2002, NewYork City (2002)

    Google Scholar 

  20. Mainwaring, A., Polastre, J., Szewczyk, R., Culler, D.: Wireless sensor networks for habitat monitoring. In: First ACM International Workshop on Wireless Workshop in Wireless Sensor Networks and Applications (August 2002)

    Google Scholar 

  21. Masuda, S., Nakajima, K.: An optimal algorithm for finding a maximum independent set of a circular-arc graph. SIAM Journal on Computing 17(1), 41–52 (1988)

    Article  MATH  MathSciNet  Google Scholar 

  22. Meguerdichian, S., Koushanfar, F., Potkonjak, M., Srivastava, M.B.: Coverage Problems inWireless Ad-hoc Sensor Networks. In: Proc. of IEEE Infocom 2001 (2001)

    Google Scholar 

  23. Meguerdichian, S., Potkonjak, M.: Low Power 0/1 Coverage and Scheduling Techniques in Sensor Networks, UCLA Technical Report 030001 (January 2003)

    Google Scholar 

  24. Slijepcevic, S., Potkonjak, M.: Power efficient organization of wireless sensor networks. In: Proc. of IEEE International Conference on Communications (ICC), pp. 472–476 (2001)

    Google Scholar 

  25. Tian, D., Georganas, N.D.: A Coverage-preserved Node Scheduling scheme for Large Wireless Sensor Networks. In: Proc. of First International Workshop on Wireless Sensor Networks and Applications, Atlanta, USA (September 2002)

    Google Scholar 

  26. Wan, P.J., Alzoubi, K., Frieder, O.: Distributed Construction of Connected Dominating Set inWireless ad hoc networks. In: Proc. of INFOCOM 2002 (2002)

    Google Scholar 

  27. Wang, X., Xing, G., Zhang, Y., Lu, C., Pless, R., Gill, C.D.: Integrated Coverage and Connectivity Configuration inWireless Sensor Networks. In: Proc. of SenSys 2003 (2003)

    Google Scholar 

  28. Xu, Y., Heidemann, J., Estrin, D.: Geography-informed Energy Conservation for Ad Hoc Routing. In: ACM/IEEE International Conference on Mobile Computing and Networking (Proc. of MobiCom 2001), Rome, Italy (July 2001)

    Google Scholar 

  29. Ye, F., Zhong, G., Lu, S., Zhang, L.: Peas: A robust energy conserving protocol for longlived sensor networks. In: Proc. of The 23nd International Conference on Distributed Computing Systems, ICDCS (2003)

    Google Scholar 

  30. Zhang, H., Hou, J.C.: Maintaining Sensing Coverage and Connectivity in Large Sensor Networks. Technical Report UIUC, UIUCDCS-R-2003-2351 (2003)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2004 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Funke, S., Kesselman, A., Lotker, Z., Segal, M. (2004). Improved Approximation Algorithms for Connected Sensor Cover. In: Nikolaidis, I., Barbeau, M., Kranakis, E. (eds) Ad-Hoc, Mobile, and Wireless Networks. ADHOC-NOW 2004. Lecture Notes in Computer Science, vol 3158. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-28634-9_5

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-28634-9_5

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-22543-0

  • Online ISBN: 978-3-540-28634-9

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics