Parameter Adaptation Algorithms

Parameter adaptation algorithms are the key step for estimating the parameters of the discrete time dynamic model of the system to be controlled and for building an adaptive active vibration control system. A coverage of the subject is provided from the perspective of the user. Stability and convergence issues are addressed.

[1]  Michel Verhaegen,et al.  Convergence analysis of the Filtered-U LMS algorithm for active noise control in case perfect cancellation is not possible , 2003, Signal Process..

[2]  Karl Johan Åström,et al.  Zeros of sampled systems , 1980, 1980 19th IEEE Conference on Decision and Control including the Symposium on Adaptive Processes.

[3]  Graham C. Goodwin,et al.  Adaptive filtering prediction and control , 1984 .

[4]  B. Widrow,et al.  Adaptive inverse control , 1987, Proceedings of 8th IEEE International Symposium on Intelligent Control.

[5]  L. Eriksson Development of the filtered‐U algorithm for active noise control , 1990 .

[6]  I. D. Landau,et al.  A survey of model reference adaptive techniques - Theory and applications , 1973, Autom..

[7]  I. Landau An asymptotic unbiased recursive identifier for linear systems , 1974, CDC 1974.

[8]  J. Burgess Active adaptive sound control in a duct: A computer simulation , 1981 .

[9]  I. D. Landau,et al.  Digital Control Systems: Design, Identification and Implementation , 2006 .

[10]  P. Feintuch An adaptive recursive LMS filter , 1976, Proceedings of the IEEE.

[11]  Charles R. Johnson,et al.  A convergence proof for a hyperstable adaptive recursive filter (Corresp.) , 1979, IEEE Trans. Inf. Theory.

[12]  Lennart Ljung,et al.  Analysis of recursive stochastic algorithms , 1977 .

[13]  Robert W. Stewart,et al.  Adaptive IIR filtered-v algorithms for active noise control , 1997 .

[14]  Y. D. Landau,et al.  Adaptive control: The model reference approach , 1979, IEEE Transactions on Systems, Man, and Cybernetics.

[15]  Ioan Doré Landau,et al.  Adaptive feedforward compensation algorithms for active vibration control with mechanical coupling , 2011, Autom..

[16]  K. Åström,et al.  Zeros of sampled systems , 1980 .

[17]  Wei Ren,et al.  Convergence analysis of the filtered-U algorithm for active noise control , 1999, Signal Process..

[18]  Stephen J. Elliott,et al.  Signal Processing for Active Control , 2000 .

[19]  Lennart Ljung,et al.  Theory and Practice of Recursive Identification , 1983 .

[20]  I. Landau Unbiased recursive identification using model reference adaptive techniques , 1976 .

[21]  Larry J. Eriksson,et al.  The selection and application of an IIR adaptive filter for use in active sound attenuation , 1987, IEEE Trans. Acoust. Speech Signal Process..