Sliding window RLS-like adaptive algorithm for filtering alpha-stable noise

IEEE Signal Processing Letters

Volumn 7, Issue 4, 2000, Pages 86-89

  Belge, Murat ^a   Miller, Eric L ^b  

^a AWARE INC   (United States)

^b NORTHEASTERN UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE ALGORITHMS; COMPUTATIONAL COMPLEXITY; CONVERGENCE OF NUMERICAL METHODS; FIR FILTERS; LEAST SQUARES APPROXIMATIONS; SPURIOUS SIGNAL NOISE;

ALPHA STABLE NOISE; LEAST MEAN SQUARE ALGORITHM; RECURSIVE LEAST SQUARES; SLIDING WINDOW;

ADAPTIVE FILTERING;

EID: 0033878434     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/97.833005     Document Type: Article

References (13)

1. C. L. Nikias and M. Shao, Signal Processing with Alpha-Stable Distributions and Applications. New York: Wiley, 1995.
2. S. Haykin, Adaptive Filter Theory, 3rd ed. Upper Saddle River, NJ: Prentice-Hall, 1996.
3. O. Arikan, M. Belge, E. Cetin, and E. Erzin, "Adaptive filtering approaches for non-Gaussian stable processes," in Proc. ICASSP'95, vol. 2, 1995, pp. 1400-1403.
4. G. Aydin, O. Tanrikulu, and E. Cetin, "Robust least mean mixed norm adaptive filtering for α-stable random processes," in Proc. IEEE ISCAS'97, vol. 4, 1997, pp. 2296-2299.
5. S. Kalluri and G. R. Arce, "Adaptive weighted myriad filter algorithms for robust signal processing in α-stable noise environments," IEEE Trans. Signal Processing, vol. 46, pp. 322-334, Feb. 1998.
6. M. Shao and C. L. Nikias, "Signal processing with fractional lower order moments: Stable processes and their applications," Proc. IEEE, vol. 81, pp. 986-1009, 1993.
7. J. S. Bodenschatz and C. L. Nikias, "Recursive local orthogonality filtering," IEEE Trans. Signal Processing, vol. 45, pp. 2293-2300, Jan. 1993.
8. B. Widrow and S. D. Stearns, "Adaptive signal processing," IEEE Trans. Signal Processing, vol. 45, pp. 2293-2300, Sept. 1997.
9. p normed minimization with applications to linear predictive modeling for sinusoidal frequency estimation," Signal Processing, vol. 24, no. 2, pp. 193-216, 1991.
10. p-norm impulsive noise cancellation with polynomial filters," Signal Processing, vol. 69, pp. 1-14, 1998.
11. M. Belge, M. E. Kilmer, and E. L. Miller, "Wavelet domain image restoration with adaptive edge preserving regularization," IEEE Trans. Image Processing, vol. 9, Apr. 2000.
12. G. A. Tsihrintzis and C. L. Nikias, "Performance of optimum and suboptimum receivers in the presence of impulsive noise modeled as an alpha-stable process,"IEEE Trans. Commun., vol. 43, pp. 904-914, Mar. 1995.
13. B. Widrow and S. D. Stearns, Adaptive Signal Processing. Englewood Cliffs, NJ: Prentice-Hall, 1985, p. 2293.