Have a personal or library account? Click to login
A Localized Recursive Estimation Algorithm for Vector Parameter Estimation in AD HOC Wireless Sensor Networks Cover

A Localized Recursive Estimation Algorithm for Vector Parameter Estimation in AD HOC Wireless Sensor Networks

Journal of Electrical Engineering
Volume 61 (2010): Issue 3 (May 2010)
By: Amir Rastegarnia,  Mohammad Tinati,  Behzad Mozaffari and  Azam Khalili  
Open Access
|Jun 2011

References

  1. AKYILDIZ, I.—SU, W.—SANKARASUBRAMANIAM, Y.— CAYIRCI, E.: Wireless Sensor Networks: A Survey, Computer Networks 39 (2002), 393-422, Elsevier Publishers.
    Search in Google Scholar
  2. XIAO, J.-J.—RIBEIRO, A.—LUO, Z.-Q.—GIANNAKIS, G. B.: Distributed Compression-Estimation Using Wireless Sensor Networks, IEEE Signal Process. Mag. 23 (2006), 27-41.10.1109/MSP.2006.1657815
    Search in Google Scholar
  3. RIBEIRO, A.—GIANNAKIS, G. B.: Bandwidth-Constrained Distributed Estimation for Wireless Sensor Networks, Part I: Gaussian Case, IEEE Trans. Signal Processing 54 (2006), 1131-1143.10.1109/TSP.2005.863009
    Search in Google Scholar
  4. RIBEIRO, A.—GIANNAKIS, G. B.: Bandwidth-Constrained Distributed Estimation for Wireless Sensor Networks, Part II: Unknown pdf, IEEE Trans. Signal Processing 54 (2006), 1131-1143.10.1109/TSP.2005.863009
    Search in Google Scholar
  5. LUO, Z.-Q.: Universal Decentralized Estimation in a Bandwidth Constrained Sensor Network, IEEE Trans. on Information Theory 51 (2005), 2210-2219.10.1109/TIT.2005.847692
    Search in Google Scholar
  6. XIAO, J.-J.—LUO, Z.-Q.: Decentralized Estimation in an Inhomogeneous Sensing Environment, IEEE Trans. on Information Theory 51 (2005), 3564-3575.10.1109/TIT.2005.855580
    Search in Google Scholar
  7. LI, H.—FANG, J.: Distributed Adaptive Quantization and Estimation for Wireless Sensor Networks, IEEE Signal Process. Letters 14 (2007), 669-672.10.1109/LSP.2007.896390
    Search in Google Scholar
  8. WANG, B.—CHUA, K. C.—SRINIVASAN, V.: Localized Recursive Estimation in Energy Constrained Wireless Sensor Networks, Journal of networks 1 No. 1 (2006), 18-26.
    Search in Google Scholar
  9. POTTIE—KAISER, W.: Wireless Integrated Network Sensors, Communications of the ACM 43 (2000), 51-58.10.1145/332833.332838
    Search in Google Scholar
  10. SCHIZAS, D.—RIBERION, A.—GIANNAKIS, G. B.: Consensus in ad hoc WSNs with Noisy Links - part I: Distributed Estimation of Deterministic Signals, IEEE Trans. on Signal Process. 56 (2008), 350-364.10.1109/TSP.2007.906734
    Search in Google Scholar
  11. LOPES, C.—SAYED, A. H.: Distributed Adaptive Incremental Strategies: Formulation and Performance Analysis, Proc. ICASSP'06, vol. 3, Toulouse, France, 2006, pp. 584-587.
    Search in Google Scholar
  12. SAYED, A. H.—LOPES, C.: Distributed Recursve Least-Squares Strategies over Adaptive Networks, Proc. 40th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, 2006, pp. 233-237.10.1109/ACSSC.2006.356622
    Search in Google Scholar
  13. LOPES, C. G.—SAYED, A. H.: Incremental Adaptive Strategies over Distributed Networks, IEEE IEEE Trans. on Signal Process 55 (2007), 4064-4077.10.1109/TSP.2007.896034
    Search in Google Scholar
  14. LOPES, C. G.—SAYED, A. H.: Diffusion least-mean-Squares over Adaptive Networks, Proc. ICASSP'07, vol. 3, Honolulu, Hawaii, 2007, pp. 917-920.10.1109/ICASSP.2007.366830
    Search in Google Scholar
  15. CATTIVELLI, F.—LOPES, C. G.—SAYED, A. H.: A Diffusion RLS Scheme for Distributed Estimation over Adaptive Networks, Proc. IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Helsinki, Finland, 2007, pp. 1-5.10.1109/SPAWC.2007.4401393
    Search in Google Scholar
  16. LOPES, C. G.—SAYED, A. H.: Steady-State Performance of Adaptive Diffusion Least-Mean Squares, Proc. IEEE Workshop on Statistical Signal Processing (SSP), Madison, W, 2007, pp. 136-140.10.1109/SSP.2007.4301234
    Search in Google Scholar
  17. CATTIVELLI, F.—LOPES, C. G.—SAYED, A. H.: Diffusion Recursive Least-Squares for Distributed Estimation over Adaptive Networks, IEEE IEEE Trans. on Signal Process 56 (2008), 1865-1877.10.1109/TSP.2007.913164
    Search in Google Scholar
  18. WANG, B.—CHAU, K. C.—SRINIVASAN, V.—WANG, W.: Localized Recursive Estimation in Wireless Sensor Networks, Mobile Ad-hoc and Sensor Networks, LNCS, Springer Berlin 3794 (2005), 390-399.
    Search in Google Scholar
  19. KAY, M.: Fundamentals of Statistical Signal Processing: Estimation Theory, Englewood Cliffs, NJ: Prentice-Hall, 1993.
    Search in Google Scholar
DOI: https://doi.org/10.2478/v10187-010-0024-5 | Journal eISSN: 1339-309X | Journal ISSN: 1335-3632
Journal RSS Feed
Language: English
Page range: 171 - 176
Published on: Jun 7, 2011
Published by: Slovak University of Technology in Bratislava
In partnership with: Paradigm Publishing Services
Publication frequency: 6 issues per year
Keywords:
ad hoc network,
distributed estimation,
wireless sensor network,
BLUE,
estimation
Related subjects:
Engineering,
Introductions and overviews,
Engineering, other

© 2011 Amir Rastegarnia, Mohammad Tinati, Behzad Mozaffari, Azam Khalili, published by Slovak University of Technology in Bratislava
This work is licensed under the Creative Commons License.

Volume 61 (2010): Issue 3 (May 2010)