Adaptive Weighted Myriad Filter Algorithms for Robust Signal Processing in a-Stable Noise Environments

IEEE Transactions on Signal Processing

Volumn 46, Issue 2, 1998, Pages 322-334

  Kalluri, Sudhakar ^a,b   Arce, Gonzalo R ^a,b  

^a IEEE   (United States)

^b UNIVERSITY OF DELAWARE   (United States)

Author keywords

Adaptive filtering; Alpha stable distributions; Impulse noise; Nonlinear; Robust; Weighted myriad filters

Indexed keywords

ADAPTIVE ALGORITHMS; COMPUTER SIMULATION; DIGITAL FILTERS; ERROR ANALYSIS; LEAST SQUARES APPROXIMATIONS; OPTIMIZATION; SPURIOUS SIGNAL NOISE; STATISTICAL METHODS;

ALPHA STABLE DISTRIBUTIONS; WEIGHTED MYRIAD FILTERS;

ADAPTIVE FILTERING;

EID: 0031999358     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/78.655418     Document Type: Article

References (23)

1. M. P. Shinde and S. N. Gupta, Signal detection in the presence of atmospheric noise in tropics, IEEE Trans. Commun., vol. COM-22, pp. 1055-1063, Aug. 1974.
2. B. Stuck and B. Kleiner, A statistical analysis of telephone noise, Bell Syst. Tech. ]., vol. 53, pp. 1263-1320, Sept. 1974.
3. J. How, Signal processing in alpha-stable noise environments: Noise modeling, detection and estimation, Ph.D. dissertation, Univ. Toronto, Toronto, Ont., Canada, Dec. 1995.
4. S. C. Schwartz and J. B. Thomas, Detection in a non-Gaussian environment, in Statistical Signal Processing, E. J. Wegman and J. G. Smith, Eds. New York: Marcel Dekker, 1984.
5. P. J. Huber, Robust Statistics. New York: Wiley, 1981.
6. F. R. Hampel, E. M. Ronchetti, P. J. Rousseeuw, and W. A. Stahel, Robust Statistics: The Approach Based on Influence Functions. New York: Wiley, 1986.
7. S. A. Kassam and H. V. Poor, Robust techniques for signal processing, Proc. IEEE, vol. 73, Mar. 1985.
8. L. Yin, R. Yang, M. Gabbouj, and Y. Neuvo, Weighted median filters: A tutorial, IEEE Trans. Circuits Syst. II, vol. 43, Mar. 1996.
9. C. L. Nikias and M. Shao, Signal Processing with Alpha-Stable Distributions and Applications. New York: Wiley, 1995.
10. G. Samorodnitsky and M. S. Taqqu, Stable Non-Gaussian Random Processes. New York: Chapman & Hall, 1994.
11. E. S. Sousa, Performance of a spread spectrum packet radio network link in a Poisson field of interferers, IEEE Trans. Inform. Theory, vol. 38, pp. 1743-1754, Nov. 1992.
12. J. G. Gonzalez and G. R. Arce, Weighted myriad filters: A robust filtering framework derived from a-stable distributions, in Proc. 1996 IEEEICASSP, Atlanta, GA, 1996.
13. _, Weighted myriad filters: A powerful framework for efficient filtering in impulsive environments, submitted for publication.
14. J. G. Gonzalez, D. W. Griffith, and G. R. Arce, Matched myriad filtering for robust communications, in Proc. 1996 CISS, Princeton, NJ, 1996.
15. P. Zurbach, J. G. Gonzalez, and G. R. Arce, Weighted myriad filters for image processing, in Proc. 1996 IEEE Int. Symp. Circuits Syst., Atlanta, GA, 1996.
16. S. Ambike and D. Hatzinakos, A new filter for highly impulsive a-stable noise, in Proc. 1995 Int. Workshop Nonlinear Signal Image Process., Halkidiki, Greece, 1995.
17. S. Kalluri and G. R. Arce, Adaptive weighted myriad filter optimization for robust signal processing, in Proc. 1996 CISS, Princeton, NJ, 1996.
18. _, Adaptive algorithms for weighted myriad filter optimization, in Proc. 1997 IEEE ICASSP, Munich, Germany, 1997.
19. B. Widrow and S. D. Stearns, Adaptive Signal Processing. Englewood Cliffs, NJ: Prentice-Hall, 1985.
20. G. Ciydem and A. E. Cetin, Robust adaptive filtering algorithms for a-stable random processes, in Proc. 1996 CISS, Princeton, NJ, 1996.
21. S. Kalluri and G. R. Arce, Approximate weighted myriad computation by fixed point search, Dept. Elect. Eng., Univ. Delaware, Newark, Tech. Rep. 96-12-2, 1996.
22. T. A. C. M. Claasen and W. F. G. Mecklenbrauker, Comparison of the convergence of two algorithms for adaptive FIR digital filters, IEEE Trans. Acoust, Speech, Signal Processing, vol. ASSP-29, June 1981.
23. L. Yin and Y. Neuvo, Fast adaptation and performance characteristics of FIR-WOS hybrid filters, IEEE Trans. Signal Processing, vol. 42, July 1994.