Algorithmically engineered fast multichannel adaptive filter based on QR-RLS

Citation
M. Harteneck et al., Algorithmically engineered fast multichannel adaptive filter based on QR-RLS, IEE P-VIS I, 146(1), 1999, pp. 7-13
Citations number
12
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING
ISSN journal
1350245X → ACNP
Volume
146
Issue
1
Year of publication
1999
Pages
7 - 13
Database
ISI
SICI code
1350-245X(199902)146:1<7:AEFMAF>2.0.ZU;2-X
Abstract
A fast version of the multichannel QR algorithm for RLS adaptive filtering, with channel filters of unequal length, is derived. This is achieved by ap plying the techniques of algorithmic engineering to a signal flow graph rep resentation of the basic QR RLS algorithm. By virtue of this graphical appr oach, the derivation is relatively straightforward and circumvents the comp lex and notationally verbose matrix algebra usually involved in the derivat ion of fast RLS algorithms in general and the previously published, unequal -length, multichannel RLS lattice algorithm in particular.