A localized recursive estimation algorithm for vector parameter estimation in ad hoc wireless sensor networks

Journal of Electrical Engineering

Volumn 61, Issue 3, 2010, Pages 171-176

  Rastegarnia, Amir ^a   Tinati, Mohammad Ali ^a   Mozaffari, Behzad ^a   Khalili, Azam ^a  

^a UNIVERSITY OF TABRIZ   (Iran)

Author keywords

Ad hoc network; BLUE; Distributed estimation; Estimation; Wireless sensor network

Indexed keywords

EID: 77953818956     PISSN: 13353632     EISSN: None     Source Type: Journal    
DOI: 10.2478/v10187-010-0024-5     Document Type: Article

References (19)

1. Akyildiz, i. su, w. sankarasubramaniam, y. Cayirci, E.: Wireless Sensor Networks: A Survey, Computer Networks 39 (2002), 393-422, Elsevier Publishers.
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.
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.
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.
5. Luo, Z.-Q.: Universal Decentralized Estimation in a Bandwidth Constrained Sensor Network, IEEE Trans. on Information Theory 51 (2005), 2210-2219.
6. Xiao, J.-J. Luo, Z.-Q.: Decentralized Estimation in an Inhomogeneous Sensing Environment, IEEE Trans. on Information Theory 51 (2005), 3564-3575.
7. LI, H. Fang, J.: Distributed Adaptive Quantization and Estimation for Wireless Sensor Networks, IEEE Signal Process. Letters 14 (2007), 669-672.
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.
9. Pottie Kaiser, W.: Wireless Integrated Network Sensors, Communications of the ACM 43 (2000), 51-58.
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.
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.
12. Sayed, A. H. Lopes, C.: Distributed Recursive Least-Squares Strategies over Adaptive Networks, Proc. 40th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, 2006, pp. 233-237.
13. Lopes, C. G. Sayed, A. H.: Incremental Adaptive Strategies over Distributed Networks, IEEE IEEE Trans. on Signal Process 55 (2007), 4064-4077.
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.
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.
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.
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.
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.
19. KAY, M.: Fundamentals of Statistical Signal Processing: Estimation Theory, Englewood Cliffs, NJ: Prentice-Hall, 1993.