A rotation based multichannel least squares lattice algorithm for adaptive nonlinear filters

An efficient rotation based adaptive multichannel least squares lattice algorithm for multichannel filtering with different filter orders for each input channel is presented. It is shown that this algorithm is suited for adaptive nonlinear filtering based on Volterra and recursive polynomial system...

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Published in:IEEE International Symposium on Circuits and Systems, 1993 pp. 2632 - 2635 vol.4
Main Author: Yang, B.
Format: Conference Proceeding
Language:English
Published: IEEE 01.05.1993
Subjects:
Adaptive filters
Difference equations
Eigenvalues and eigenfunctions
Filtering
Finite impulse response filter
Lattices
Least squares methods
Nonlinear filters
Polynomials
Signal processing algorithms
ISBN:9780780312814, 0780312813
Online Access:Get full text
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Abstract An efficient rotation based adaptive multichannel least squares lattice algorithm for multichannel filtering with different filter orders for each input channel is presented. It is shown that this algorithm is suited for adaptive nonlinear filtering based on Volterra and recursive polynomial system models. The new algorithm requires only orthogonal transformations offering superior numerical behavior. Its highly modular and regular structure facilitates VLSI and parallel implementations.< >
AbstractList An efficient rotation based adaptive multichannel least squares lattice algorithm for multichannel filtering with different filter orders for each input channel is presented. It is shown that this algorithm is suited for adaptive nonlinear filtering based on Volterra and recursive polynomial system models. The new algorithm requires only orthogonal transformations offering superior numerical behavior. Its highly modular and regular structure facilitates VLSI and parallel implementations.< >
Author Yang, B.
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Snippet An efficient rotation based adaptive multichannel least squares lattice algorithm for multichannel filtering with different filter orders for each input...
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StartPage 2632
SubjectTerms Adaptive filters
Difference equations
Eigenvalues and eigenfunctions
Filtering
Finite impulse response filter
Lattices
Least squares methods
Nonlinear filters
Polynomials
Signal processing algorithms
Title A rotation based multichannel least squares lattice algorithm for adaptive nonlinear filters
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