Optimal step size of the adaptive multichannel LMS algorithm for blind SIMO identification

IEEE Signal Processing Letters

Volumn 12, Issue 3, 2005, Pages 173-176

  Huang, Yiteng ^a   Benesty, Jacob ^b   Chen, Jingdong ^a  

^a LUCENT TECHNOLOGIES   (United States)

^b INRS EMT   (Canada)

Author keywords

Blind Channel Identification (BCI); Least Mean Square (LMS); Multichannel signal processing; SIMO systems; Variable step size adaptive algorithm

Indexed keywords

ADAPTIVE ALGORITHMS; BLIND SOURCE SEPARATION; COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTATIONAL METHODS; LEAST SQUARES APPROXIMATIONS; MATRIX ALGEBRA; SIGNAL FILTERING AND PREDICTION; TIME VARYING SYSTEMS; VECTORS;

BLIND CHANNEL IDENTIFICATION (BCI); MULTICHANNEL SIGNAL PROCESSING; SINGLE INPUT MULTIPLE OUTPUT (SIMO) SYSTEMS; VARIABLE STEP SIZE ADAPTIVE ALGORITHM;

DATA COMMUNICATION SYSTEMS;

EID: 14644387516     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2004.842286     Document Type: Article

References (5)

1. Y. Huang and J. Benesty, "Adaptive multi-channel least mean square and Newton algorithms for blind channel identification," Signal Process. vol. 82, pp. 1127-1138, Aug. 2002.
2. H. Chen, X. Cao, and J. Zhu, "Convergence of stochastic-approximation-based algorithms for blind channel identification," IEEE Trans. Inf. Theory, vol. 48, no. 5, pp. 1214-1225, May 2002.
3. G. Xu, H. Liu, L. Tong, and T. Kailath, "A least-squares approach to blind channel identification," IEEE Trans. Signal Process., vol. 43, no. 12, pp. 2982-2993, Dec. 1995.
4. C. Avendano, J. Benesty, and D. R. Morgan, "A least squares component normalization approach to blind channel identification," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., vol. 4, 1999, pp. 1797-1800.
5. D. R. Morgan, J. Benesty, and M. M. Sondhi, "On the evaluation of estimated impulse responses," IEEE Signal Process. Lett., vol. 5, no. 7, pp. 174-176, Jul. 1998.