Analysis of the class of complex-valued error adaptive normalised nonlinear gradient descent algorithms

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 2, Issue , 2003, Pages 705-708

  Hanna, Andrew I ^a   Yates, Ian ^a   Mandic, Danilo P ^b  

^a UNIVERSITY OF EAST ANGLIA   (United Kingdom)

^b IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ERRORS; FIR FILTERS;

NONLINEAR SIGNALS;

SIGNAL PROCESSING;

EID: 0141565174     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. B. Widrow, J. McCool, and M. Ball, "The Complex LMS Algorithm, " Proceedings of the IEEE, vol. 63, pp. 719-720, 1975.
2. T. Kim and T. Adali, "Complex Backpropagation Neural Network Using Elementary Transcendental Activation Functions," In Proceedings of IEEE ICASSP'01, Salt Lake City, pp. 1281-1284, 2001.
3. A. I. Hanna and D. P. Mandic, "A Normalised Complex Backpropagation Algorithm," In Proceedings of IEEE ICASSP'02, Orlando, pp. 977-980, 2002.
4. D. P. Mandic and J. A. Chambers, Recurrent Neural Networks for Prediction, John Wiley and Sons, 2001.
5. I. Krcmar and D. P. Mandic, "A Fully Adaptive Normalized Nonlinear Gradient Descent Algorithm for Nonlinear System Identification," in Proceedings of ICASSP 2001, vol. 6, pp. 3493-3496, 2001.
6. T. Aboulnasr and K. Mayyas, "A Robust Variable Step-Size LMS-Type Algorithm: Analysis and Simulations," IEEE Transactions on Signal Processing, vol. 45, no. 3, pp. 631-639, 1997.