Abstract
This paper presents a unified framework for adaptive filters based on a line search method. Expressions for this unified framework are derived. Based on this framework new algorithms are derived, namely, Diagonal Q-correlation matrix Least Square algorithm (DQLS), Block Diagonal Q-correlation matrix Least Square algorithm (BDQLS) and their reduced complexity variants. It is shown that both DQLS and BDQLS have less computational complexity compared to EDS and RLS, and better performance than LMS.
Original language | English (US) |
---|---|
Article number | 1465588 |
Pages (from-to) | 4325-4328 |
Number of pages | 4 |
Journal | Proceedings - IEEE International Symposium on Circuits and Systems |
DOIs | |
State | Published - 2005 |
Event | IEEE International Symposium on Circuits and Systems 2005, ISCAS 2005 - Kobe, Japan Duration: May 23 2005 → May 26 2005 |
ASJC Scopus subject areas
- Electrical and Electronic Engineering