Convergence Analysis of LMS Filters with Uncorrelated Gaussian Data

IEEE Transactions on Acoustics, Speech, and Signal Processing

Volumn 33, Issue 1, 1985, Pages 222-230

  Feuer, Arie ^a   Weinstein, Ehud ^b,c  

^a TECHNION ISRAEL INSTITUTE OF TECHNOLOGY   (Israel)

^b WOODS HOLE OCEANOGRAPHIC INSTITUTION   (United States)

^c TEL AVIV UNIVERSITY   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

MATHEMATICAL STATISTICS - APPLICATIONS;

CONVERGENCE ANALYSIS; GAUSSIAN DATA; LEAST MEAN SQUARE (LMS) ADAPTIVE ALGORITHM; LMS FILTERS;

SIGNAL FILTERING AND PREDICTION;

EID: 0022011659     PISSN: 00963518     EISSN: None     Source Type: Journal    
DOI: 10.1109/TASSP.1985.1164493     Document Type: Article

References (5)

1. B. Widrow “Adaptive filters,” in Aspects of Network and System Theory, R. E., Kalman and N. DeClaris, Eds. New York: Holt, Rinehart and Winston, 1970, and pp. 563–587.
2. B. Widrow, P. E. Mantey, L. J. Griffiths, and B. B. Goode, “Adaptive antenna systems,” Proc. IEEE, pp. 2143–2159, 1967.
3. L. I. Horowitz and K. D. Senne “Performance advantage of complex LMS for controlling narrow-bank adaptive arrays,” IEEE Trans. Acoustics, Speech, Signal Processing, vol. ASSP-29, June 1981.
4. L. J. Griffiths “A simple adaptive algorithm for real-time processing in antenna arrays” Proc. IEEE, Oct. 1969.
5. O. L. Jagerman, “Nonstationary blocking in telephone traffic,” Bell Syst. Tech. J., vol. 54, no. 3, Mar. 1975.