Output details
13 - Electrical and Electronic Engineering, Metallurgy and Materials
University of York
Article title
Low-complexity RLS algorithms using dichotomous coordinate descent iterations
Type
D - Journal article
Title of journal
IEEE Transactions on Signal Processing
Article number
-
Volume number
56
Issue number
7
First page of article
3150
ISSN of journal
1053-587X
Year of publication
2008
Number of additional authors
2
Additional information
This paper contributes to the practical application of adaptive filters. Using the Dichotomous Coordinate Descent (DCD) algorithm, invented and patented by Zakharov, a new recursive least squares adaptive filtering algorithm is derived and implemented on FPGAs showing orders of magnitude improvement in implementation area. Results from this work have lead to an inter-institution grant between University of York and University of Sao-Paulo, Brazil, to extend these techniques towards solving sparse identification problems (e.g IEEE TSP, vol.61 (12), 2013).
Interdisciplinary
-
Cross-referral requested
-
Research group
A - Communications and Signal Processing
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
