An efficient recursive total least squares algorithm for FIR adaptive filtering

CE Davila - IEEE Transactions on Signal Processing, 1994 - ieeexplore.ieee.org
… Total least squares is found to be applicable to adaptive filtering applications for … adaptive
filtering applications while in Section 111, the RLS filter bias, mean squared error, and filter

Error surfaces of recursive adaptive filters

S Stearns - IEEE Transactions on Circuits and Systems, 1981 - ieeexplore.ieee.org
… Unlike (6) with respect to the a’s, these equations are obviously nonlinear with respect to
the b’s, and we conclude that recursive coefficients in the adaptive filter produce an error …

[图书][B] Adaptive filtering

PSR Diniz - 1997 - Springer
adaptive algorithms based on bilinear filters. Also, a brief introduction is given to some
nonlinear adaptive filtering … problems related to recursive adaptive filters which are structure …

Recursive adaptive filter design using an adaptive genetic algorithm

D Etter, M Hicks, K Cho - … '82. IEEE International Conference on …, 1982 - ieeexplore.ieee.org
… has been applied to areas in adaptive time—delay estimation [2]. The characteristic of the
algorithm that prompts us to apply it to adaptive recursive filtering is its ability to distinguish a …

Fast, recursive-least-squares transversal filters for adaptive filtering

J Cioffi, T Kailath - … Transactions on Acoustics, Speech, and …, 1984 - ieeexplore.ieee.org
… In this paper, we explictly examine the transversal-filter structure for exact-RLS adaptive-filtering
algorithms to find additional reductions in computational requirements and …

Recursive estimation, forecasting and adaptive control

PC Young - Control and Dynamic systems, 1989 - books.google.com
… 2 were obtained by the use of a recursive smoothing procedure based on the suboptimal
utilization of the Kalman filter equations, extended in the normal manner to allow for two-pass (…

Adaptive IIR filtering

JJ Shynk - IEEE Assp Magazine, 1989 - ieeexplore.ieee.org
… , filter structures, and recursive algorithms used in adaptive IIR … the paper focuses on the
adaptive algorithms and properties … form and they are based on a prediction-error performance …

[图书][B] Fundamentals of adaptive filtering

AH Sayed - 2003 - books.google.com
… a course on adaptive filtering, … on LMS-type filters, then he can do so by covering only
material from within areas II and III. Even in this case, students will still be exposed to the recursive-…

[图书][B] Kernel adaptive filtering: a comprehensive introduction

W Liu, JC Principe, S Haykin - 2011 - books.google.com
… algorithm, we may look to another adaptive filtering algorithm: the recursive least-squares
(RLS) … on a family of nonlinear adaptive filtering algorithms, which have the following features: …

Recursive total least squares algorithms for adaptive filtering

CE Davila - … Signal Processing, IEEE International Conference on, 1991 - computer.org
… infinite impulse response (IIR) adaptive filters. The TLS solution also results in unbiased
finite impulse response (FIR) adaptive filters when the filter input is disturbed by additive noise, …