Skip to main content

A New Heuristic for the Minimum Connected Dominating Set Problem on Ad Hoc Wireless Networks

  • Chapter

Part of the book series: Cooperative Systems ((COSY,volume 3))

Abstract

Given a graph G = (V, E), a dominating set D is a subset of V such that any vertex not in D is adjacent to at least one vertex in D. Efficient algorithms for computing the minimum connected dominating set (MCDS) are essential for solving many practical problems, such as finding a minimum size backbone in ad hoc networks. Wireless ad hoc networks appear in a wide variety of applications, including mobile commerce, search and discovery, and military battlefield. In this chapter we propose a new efficient heuristic algorithm for the minimum connected dominating set problem. The algorithm starts with a feasible solution containing all vertices of the graph. Then it reduces the size of the CDS by excluding some vertices using a greedy criterion. We also discuss a distributed version of this algorithm. The results of numerical testing show that, despite its simplicity, the proposed algorithm is competitive with other existing approaches.

Corresponding author

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   84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   109.99
Price excludes VAT (USA)
  • Durable hardcover 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. K. M. Alzoubi, P.-J. Wan, and O. Frieder. Distributed heuristics for connected dominating set in wireless ad hoc networks. IEEE ComSoc/KICS Journal on Communication Networks, 4 (1): 22–29, 2002.

    Google Scholar 

  2. B. Awerbuch and D. Peleg. Network synchronization with polylogarithmic overhead. In Proc. 31st Symp. Found. Computer Science, pages 514–522, 1990.

    Google Scholar 

  3. B. S. Baker. Approximation algorithms for NP-complete problems on planar graphs. Journal of the ACM (JACM), 41 (1): 153–180, 1994.

    Article  MATH  Google Scholar 

  4. S. Butenko, X. Cheng, D.-Z. Du, and P. M. Pardalos. On the construction of virtual backbone for ad hoc wireless network. In S. Butenko, R. Murphey, and P. M. Pardalos, editors, Cooperative Control: Models, Applications and Algorithms, pages 43–54. Kluwer Academic Publishers, 2002.

    Google Scholar 

  5. X. Cheng, X. Huang, D. Li, W. Wu, and D.-Z. Du. Polynomial-time approximation scheme for minimum connected dominating set in ad hoc wireless networks. To appear in Networks, 2003.

    Google Scholar 

  6. B. Das and V. Bharghavan. Routing in ad-hoc networks using minimum connected dominating sets. In International Conference on Communications, pages 376–380, 1997.

    Google Scholar 

  7. M. R. Garey and D. S. Johnson. Computers and Intractability - A Guide to the Theory of NP-Completeness. W. H. Freeman, San Francisco CA, 1979.

    MATH  Google Scholar 

  8. S. Guha and S. Khuller. Approximation algorithms for connected dominating sets. Algorithmica, 20 (4): 374–387, 1998.

    Article  MathSciNet  MATH  Google Scholar 

  9. H. B. Hunt III, M.V. Marathe, V. Radhakrishnan, S.S. Ravi, D.J. Rosenkrantz, and R.E. Stearns. NC-approximation schemes for NP- and PSPACE-hard problems for geometric graphs, J. Algorithms, 26: 238–274, 1998.

    Article  MathSciNet  Google Scholar 

  10. N. Malpani, J. Welch, and N. Vaidya. Leader election algorithms for mobile ad hoc networks. In Proc. Fourth International Workshop on Discrete Algorithms and Methods for Mobile Computing and Communications, pages 96–103, 2000.

    Google Scholar 

  11. M. V. Marathe, H. Breu, H. B. Hunt III, S. S. Ravi, and D. J. Rosenkrantz. Simple heuristics for unit disk graphs. Networks, 25: 59–68, 1995.

    Article  MathSciNet  MATH  Google Scholar 

  12. L. A. Sanchis. Experimental analysis of heuristic algorithms for the dominating set problem. Algorithmica, 33: 3–18, 2002.

    Article  MathSciNet  MATH  Google Scholar 

  13. I. Stojmenovic, M. Seddigh, and J. Zunic. Dominating sets and neighbor elimination based broadcasting algorithms in wireless networks. In Proc. IEEE Hawaii Int. Conf on System Sciences, 2001.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2004 Kluwer Academic Publishers

About this chapter

Cite this chapter

Butenko, S., Cheng, X., Oliveira, C.A., Pardalos, P.M. (2004). A New Heuristic for the Minimum Connected Dominating Set Problem on Ad Hoc Wireless Networks. In: Butenko, S., Murphey, R., Pardalos, P.M. (eds) Recent Developments in Cooperative Control and Optimization. Cooperative Systems, vol 3. Springer, Boston, MA. https://doi.org/10.1007/978-1-4613-0219-3_4

Download citation

  • DOI: https://doi.org/10.1007/978-1-4613-0219-3_4

  • Publisher Name: Springer, Boston, MA

  • Print ISBN: 978-1-4613-7947-8

  • Online ISBN: 978-1-4613-0219-3

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics