DocumentCode
768317
Title
Extended RLS lattice adaptive filters
Author
Merched, Ricardo
Author_Institution
Dept. of Electron. & Comput. Eng., Fed. Univ. of Rio de Janeiro, Brazil
Volume
51
Issue
9
fYear
2003
Firstpage
2294
Lastpage
2309
Abstract
This paper solves the problem of developing exact fast weighted RLS lattice adaptive filters for input signals induced by general orthonormal filter models. The resulting algorithm can be viewed as a counterpart of the extended fast fixed-order RLS adaptive filters previously derived.
Keywords
FIR filters; adaptive filters; filtering theory; lattice filters; least squares approximations; recursive filters; FIR-based RLS lattice algorithms; exact fast weighted RLS filters; extended RLS lattice adaptive filters; extended fast fixed-order RLS adaptive filters; general orthonormal filter models; input signals; Adaptive algorithm; Adaptive filters; Adaptive signal processing; Finite impulse response filter; IIR filters; Kalman filters; Lattices; Resonance light scattering; Signal processing algorithms; Transversal filters;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2003.815385
Filename
1223542
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