Skip to main content

Load-Balanced Virtual Backbone Construction for Wireless Sensor Networks

  • Conference paper

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 7402))

Abstract

Virtual Backbones (VBs) are expected to bring substantial benefits to routing in Wireless Sensor Networks (WSNs). Connected Dominating Sets (CDSs) based VBs are competitive approaches among the existing methods used to establish VBs in WSNs. Most existing works focus on constructing Minimum-sized CDSs (MCDSs). However, few works consider the load-balance factor. In this work, the size and the load-balance factor are both taken into account when constructing VBs in WSNs. Specifically, three problems are investigated in the paper, namely, the MinMax Degree Maximal Independent Set (MDMIS) problem, the Load-Balanced Virtual Backbone (LBVB) problem, and the MinMax Valid-Degree non Backbone node Allocation (MVBA) problem. We claim that MDMIS and LBVB are NP-Complete and MVBA is NP-Hard. Moveover, approximation algorithms and comprehensive theoretical analysis of the approximation factors are presented in the paper.

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

Buying options

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

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Hadim, G., Mohamed, N.: Middleware Challenges and Approaches for Wireless Sensor Networks. IEEE Distributed Systems 7(3), 1–1 (2006)

    Article  Google Scholar 

  2. Ni, S., Tseng, Y., Chen, Y., Sheu, J.: The Broadcast Storm Problem in a Mobile Ad Hoc Network. In: MOBICOM, pp. 152–162 (1999)

    Google Scholar 

  3. Das, B., Bharghavan, V.: Routing in Ad Hoc Networks Using Minimum Connected Dominating Sets. In: ICC (1997)

    Google Scholar 

  4. Ji, S., Li, Y., Jia, X.: Capacity of Dual-Radio Multi-Channel Wireless Sensor Networks for Continuous Data Collection. In: Infocom (2011)

    Google Scholar 

  5. Wan, P.J., Huang, S.C.-H., Wang, L., Wan, Z., Jia, X.: Minimumlatency aggregation scheduling in multihop wireless networks. In: MobiHoc (2009)

    Google Scholar 

  6. Yan, M., He, J., Ji, S., Li, Y.: Multi-Regional Query Scheduling in Wireless Sensor Networks with Minimum Latency. To appear in the Wireless Communications and Mobile Computing, WCMC (2012)

    Google Scholar 

  7. Cai, Z., Ji, S., He, J., Bourgeois, A.G.: Optimal Distributed Data Collection for Asynchronous Cognitive Radio Networks. In: ICDCS (2012)

    Google Scholar 

  8. Kim, D., Wang, W., Li, X., Zhang, Z., Wu, W.: A New Constant Factor Approximation for Computing 3-Connected m-Dominating Sets in Homogeneous Wireless Networks. In: INFOCOM (2010)

    Google Scholar 

  9. Ding, L., Gao, X., Wu, W., Lee, W., Zhu, X., Du, D.Z.: Distributed Construction of Connected Dominating Sets with Minimum Routing Cost in Wireless Networks. In: ICDCS (2010)

    Google Scholar 

  10. Kim, D., Wu, Y., Li, Y., Zou, F., Du, D.Z.: Constructing Minimum Connected Dominating Sets with Bounded Diameters in Wireless Networks. TPDS 20(2) (2009)

    Google Scholar 

  11. He, J., Ji, S., Pan, Y., Li, Y.: Greedy Construction of Load-Balanced Virtual Backbones in Wireless Sensor Networks. To appear in the Wireless Communications and Mobile Computing, WCMC (2012)

    Google Scholar 

  12. He, J., Ji, S., Yan, M., Pan, Y., Li, Y.: Load-Balanced CDS Construction in Wireless Sensor Networks Via Genetic Algorithm. International Journal of Sensor Networks (IJSNET) 11(3), 166–178 (2012)

    Article  Google Scholar 

  13. Garey, M., Johnson, D.: Computers and Intractability: A Guide to the Theory of NP-Completeness. W. H. Freeman, New York (1983)

    Google Scholar 

  14. Gueyea, S., Michelonb, P.: A linearization framework for unconstrained quadratic (0-1) problems. Discrete Applied Mathematics 157, 1255–1266 (2009)

    Article  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

He, J.(., Ji, S., Pan, Y., Cai, Z. (2012). Load-Balanced Virtual Backbone Construction for Wireless Sensor Networks. In: Lin, G. (eds) Combinatorial Optimization and Applications. COCOA 2012. Lecture Notes in Computer Science, vol 7402. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31770-5_1

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-31770-5_1

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-31769-9

  • Online ISBN: 978-3-642-31770-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics