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Recursive least squares filter
Known as:
Recursive Least Squares
, Recursive least squares algorithm
, RLS algorithm
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The Recursive least squares (RLS) is an adaptive filter which recursively finds the coefficients that minimize a weighted linear least squares cost…
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Related topics
Related topics
12 relations
Adaptive beamformer
Adaptive equalizer
Adaptive filter
Algebraic Riccati equation
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Broader (1)
Digital signal processing
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2014
2014
Maneuvering target tracking using fuzzy logic-based recursive least squares filter
En Fan
,
Wei-xin Xie
,
Zong-xiang Liu
EURASIP Journal on Advances in Signal Processing
2014
Corpus ID: 6884221
In this paper, a fuzzy logic-based recursive least squares filter (FLRLSF) is presented for maneuvering target tracking (MTT) in…
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2007
2007
Bias Compensation Recursive Least Squares Identification for Output Error Systems with Colored Noises
Y. Hui
2007
Corpus ID: 124167725
Based on the bias compensation principle and pre-filtering idea,this paper derives a bias compensation recursive least squares…
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1997
1997
High sample-rate Givens rotations for recursive least squares
R. Walke
1997
Corpus ID: 39922106
The design of an application-specific integrated circuit of a parallel array processor is considered for recursive least squares…
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1993
1993
Joint time-delay estimation and adaptive recursive least squares filtering
D. Boudreau
,
P. Kabal
IEEE Transactions on Signal Processing
1993
Corpus ID: 18948262
A general estimation model is defined in which two observations are available: a noisy and a noise-filtered and delayed version…
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Highly Cited
1993
Highly Cited
1993
Joint signal detection and parameter estimation in multiuser communications
Zhenhua Xie
,
C. Rushforth
,
R. Short
,
T. Moon
IEEE Transactions on Communications
1993
Corpus ID: 6089372
The problem of simultaneously detecting the information bits and estimating signal amplitudes and phases in a K-user asynchronous…
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1990
1990
Stable recursive least squares filtering using an inverse QR decomposition
A. L. Ghirnikar
,
S. Alexander
IEEE International Conference on Acoustics…
1990
Corpus ID: 123520677
The performance of recursive-least-squares (RLS) algorithm based on an inverse QR decomposition is reported. Theoretical analysis…
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1988
1988
A fast recursive least-squares second order Volterra filter
V. J. Mathews
,
Junghsi Lee
ICASSP-88., International Conference on Acoustics…
1988
Corpus ID: 123054331
A fast, recursive least-squares (RLS) adaptive nonlinear filter is presented. The nonlinearity is modeled using a second-order…
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Highly Cited
1987
Highly Cited
1987
Identification of nonlinear vibrating structures: Part I -- Formulation
S. Masri
,
Richard K. Miller
,
A. F. Saud
,
T. Caughey
1987
Corpus ID: 17013884
A self-starting multistage, time-domain procedure is presented for the identification of nonlinear, multi-degree-of-freedom…
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1986
1986
Floating-point error analysis of recursive least-squares and least-mean-squares adaptive filters
S. Ardalan
1986
Corpus ID: 8577896
A floating-point error analysis of the Recursive LeastSquares (RLS) and Least-Mean-Squares (LMS) algorithms is presented. Both…
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Highly Cited
1978
Highly Cited
1978
Application of Fast Kalman Estimation to Adaptive Equalization
D. Falconer
,
L. Ljung
IEEE Transactions on Communications
1978
Corpus ID: 62371011
Very rapid initial convergence of the equalizer tap coefficients is a requirement of many data communication systems which employ…
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