Unbiased LMS filtering in the presence of white measurement noise with unknown power

IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing

Volumn 47, Issue 9, 2000, Pages 968-972

  Zhang, Ying ^a   Wen, Changyun ^b   Soh, Yeng Chai ^b  

^a SINGAPORE INSTITUTE OF MANUFACTURING TECHNOLOGY   (Singapore)

^b NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; REGRESSION ANALYSIS; WHITE NOISE;

AUTOREGRESSIVE (AR) MODELS; UNBIASED LEAST MEAN SQUARE (LMS) FILTERING;

ADAPTIVE FILTERING;

EID: 0034270735     PISSN: 10577130     EISSN: None     Source Type: Journal    
DOI: 10.1109/82.868469     Document Type: Article

References (5)

1. S.S. Haykin, Adaptive Filter Theory. Englewood Cliffs, NJ: Prentice-Hall, 1994.
2. B. Widrow and S. D. Stearns, Adaptive Signal Processing. Englewood Cliffs, NJ: Prentice-Hall, 1984.
3. J. R. Treichler Transient and convergent behavior of the adaptive line enhancer," IEEE Trans. Acoust. Speech, Signal Processing, vol. ASSP-27, pp. 53-62, 1979.
4. W.-R. Wu and P.-C. Chen Adaptive AR modeling in white Gaussian noise," IEEE Trans. Signal Processing, vol. 45, pp. 1184-1191, 1997.
5. M. Hestenes, Conjugate Direction Methods in Optimization. New York: Springer-Verlag, 1980.