An unwindowed multichannel lattice filter with orthogonal channels

Author

Jiang, Shyh-Biau ; Gibson, J.S.

Author_Institution

Nat. Central Univ., Chung-Li, Taiwan

Volume

43

Issue

12

fYear

1995

fDate

12/1/1995 12:00:00 AM

Firstpage

2831

Lastpage

2842

Abstract

An unwindowed (or covariance) multichannel lattice filter for recursive least-squares estimation is derived. The channels are orthogonalized to eliminate the need for matrix inversion. The channel-orthogonalization process leads to forward-propagating and backward-propagating blocks in both the lattice filter and the model-parameter construction algorithm. These blocks are particularly suitable for array processing, as illustrated by arrays presented in the paper

Keywords

covariance matrices; filtering theory; lattice filters; least squares approximations; network parameters; parallel processing; recursive estimation; recursive filters; telecommunication channels; array processing; backward-propagating blocks; covariance multichannel lattice filter; forward-propagating blocks; lattice filter; model-parameter construction algorithm; orthogonal channels; recursive least-squares estimation; unwindowed multichannel lattice filter; Aerospace engineering; Array signal processing; Associate members; Covariance matrix; Error correction; Finite impulse response filter; Lattices; Matrix decomposition; Recursive estimation; Resonance light scattering;

fLanguage

English

Journal_Title

Signal Processing, IEEE Transactions on

Publisher

ieee

ISSN

1053-587X

Type

jour

DOI

10.1109/78.476427

Filename

476427