Adaptive noise cancellation for a class of non-linear IIR filters
作者： S.A. Billings , M. El Hitmy , A.R.D. Curtis
DOI: 10.1016/0022-460X(90)90761-N
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摘要: Abstract A new filter structure known as the NARMAX model (Non-linear Auto Regressive Moving Average with eXogenous inputs) is introduced a basis for design of class non-linear filters which can be used noise cancellation. The an extension classical IIR filter, and it shown that parameters estimated by using suboptimal least squares algorithm originally developed system identification. Conditions convergence are briefly discussed simulation results presented show effectiveness structure.
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sci-hub.se 参考文章(21)
J. Cioffi, T. Kailath, Fast, recursive-least-squares transversal filters for adaptive filtering IEEE Transactions on Acoustics, Speech, and Signal Processing. ,vol. 32, pp. 304- 337 ,(1984) , 10.1109/TASSP.1984.1164334
G. Sicuranza, A. Bucconi, P. Mitri, Adaptive echo cancellation with nonlinear digital filters international conference on acoustics, speech, and signal processing. ,vol. 9, pp. 130- 133 ,(1984) , 10.1109/ICASSP.1984.1172439
B. Friedlander, System identification techniques for adaptive signal processing IEEE Transactions on Acoustics, Speech, and Signal Processing. ,vol. 30, pp. 240- 246 ,(1982) , 10.1109/TASSP.1982.1163877
Bernard Widrow, Samuel D. Stearns, Adaptive Signal Processing ,(1985)
Hong Fan, New Adaptive IIR Filtering Algorithms. Coordinated Science Laboratory, University of Illinois at Urbana-Champaign. ,(1986)
Lennart Ljung, Torsten Söderström, Theory and Practice of Recursive Identification ,(1983)
Gerald J. Bierman, Factorization methods for discrete sequential estimation ,(1977)
M. Coker, D. Simkins, A nonlinear adaptive noise canceller ICASSP '80. IEEE International Conference on Acoustics, Speech, and Signal Processing. ,vol. 5, pp. 470- 473 ,(1980) , 10.1109/ICASSP.1980.1170987
T. Söderström, L. Ljung, I. Gustavsson, Paper: A theoretical analysis of recursive identification methods Automatica. ,vol. 14, pp. 231- 244 ,(1978) , 10.1016/0005-1098(78)90088-2
I. J. LEONTARITIS, S. A. BILLINGS, Input-output parametric models for non-linear systems Part II: stochastic non-linear systems International Journal of Control. ,vol. 41, pp. 303- 328 ,(1985) , 10.1080/0020718508961130