A fast variable step-size LMS algorithm with system identification

ICIEA 2007: 2007 Second IEEE Conference on Industrial Electronics and Applications

Volumn , Issue , 2007, Pages 2340-2345

  Shengkui, Zhao ^a   Zhihong, Man ^a   Suiyang, Khoo ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; ELECTRIC POWER MEASUREMENT; IDENTIFICATION (CONTROL SYSTEMS); SPURIOUS SIGNAL NOISE; UNCERTAINTY ANALYSIS;

MEAN SQUARE ALGORITHMS; MEAN SQUARE CONVERGENCE; NONSTATIONARY ENVIRONMENT;

ALGORITHMS;

EID: 35248890394     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIEA.2007.4318828     Document Type: Conference Paper

References (9)

1. B. Widrow and J. M. McCool, "Stationary and nonstationary learning characteristics of the LMS filter," Proc. IEEE, vol. 64, pp. 1151-1162, Aug. 1976.
2. A. Feuer and E. Weinstein, "Convergence analysis of LMS filters with uncorrelated Gaussian data," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-33, pp. 222-230, Feb. 1985.
3. R. Kwong and E. W. Johnston, "A variable step size LMS algorithm," IEEE Trans. Signal Processing, vol. 40, pp. 1633-1642, July 1992.
4. T. Aboulnasr and K. Mayyas, "A robust variable step-size Ims-type algorithm: Analysis and simulations," IEEE Trans. Signal Processing, vol. 45, pp. 631-639, Mar. 1997.
5. R. Harris, D. Chabries, and F. A. Bishop, "A variable step (VS) adaptive filter algorithm," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-34,pp. 309-316, Apr. 1986.
6. V. J. Mathews and Z. Xie, "A stochastic gradient adaptive filter with gradient adaptive step size," IEEE Trans. Signal Processing, vol. 41, pp. 2075-2087, June 1993.
7. S. Haykin, Adaptive Filter Theory, 4th ed. Englewood Cliffs, Nj: Prentice Hall, 2002.
8. 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, pp. 563-587.
9. B. Widrow, P. E. Mantey, L. J. Griffiths, and B. B. Goode, "Adaptive antenna systems,"Proc. ZEEE. pp. 2143-2159.1967.