Skip to main content

A Clustering Algorithm Based on LBG and VQ in Mobile Ad Hoc Network

  • Conference paper
Mobile Ad-Hoc and Sensor Networks (MSN 2007)

Part of the book series: Lecture Notes in Computer Science ((LNCCN,volume 4864))

Included in the following conference series:

  • 998 Accesses

Abstract

Apply the theory of vector quantization and LBG algorithm in the Information Theory and Data Compress,this paper present a one by one relationship between the cluster and cell,the cluster head and code vector,the node and vector,turn the process of clustering into the process of cell segmenting.Then design a new clustering algorithm aiming high stability in cluster structure and good performance in load balancing of cluster head.It has been proved that this algorithm has good performance in load balancing and the structure of the cluster has high stability after the simulation.

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 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

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. Hu, G., Jiang, J., Hu, G.: A Survey on Clustering Algorithm in MANETS. Computer Engineering&Science 127(1) (2005)

    Google Scholar 

  2. li, L., Dong, S., Wen, X.: Clustering Algorithms in Wireless Sensor Network. In: Wirless Communication Network (March 2003)

    Google Scholar 

  3. Chatterjee, M., Das, S.K., Turgut, D.: WCA: A Weighted Clustering Algorithm for Mobile Ad Hoc Nerwork[J]. Journal of Clustering Computing IEEE 5(2), 193–204 (2002)

    Article  Google Scholar 

  4. Wu, L.: Data Compress[M],Beijing, Electronic Industry Publishing Company (2000)

    Google Scholar 

  5. Zou, Y., Chakrabarty, K.: Sensor Deployment and Target Localization Based on Virtual Forces[J]. In: IEEE INFORCOM 2003 (2003)

    Google Scholar 

  6. Poduri, S., Sukhatme, G.S.: Constrained Coverage for Mobile Sensor Networks[J]. In: IEEE International Conference on Robotics and Automation, pp. 165–172 (April 26-May 1, 2004)

    Google Scholar 

  7. Ghiasi, S., Srivastava, A., Yang, X.: Majid Sarrafzadeh, Optimal Energy Aware Clustering in Sensor Networks. Computer Science Department, University of California at Los Angeles (2002)

    Google Scholar 

  8. Li, Z., Guo, Z., Yu, Z., Zhao, Y.: Energy optimized strategy based on clustering arithmetic, Computer Engineering and Design (2006)

    Google Scholar 

  9. Feng, Y., Wang, G., Liu, Z., Jiang, Q.: A Clustering Algorithm Applied to the Management of Mobile Ad Hoc Network. Journal of Software 14(1), 132–138 (2003)

    MATH  Google Scholar 

  10. Cheng, W., Zheng, J., Sheng, L.: A Clustering Model for Mobile Ad Hoc Network. Journal of Computer Research and Development (2004)

    Google Scholar 

  11. Liu, C.: The method of mathematic modeling[M]. Higher Education Publishing Company, Beijing (2002)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Hongke Zhang Stephan Olariu Jiannong Cao David B. Johnson

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Wang, X., Guo, Y., Ji, J. (2007). A Clustering Algorithm Based on LBG and VQ in Mobile Ad Hoc Network. In: Zhang, H., Olariu, S., Cao, J., Johnson, D.B. (eds) Mobile Ad-Hoc and Sensor Networks. MSN 2007. Lecture Notes in Computer Science, vol 4864. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-77024-4_45

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-77024-4_45

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-77023-7

  • Online ISBN: 978-3-540-77024-4

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics