A brief survey of time- and frequency-domain adaptive filters

Andreas Spanias

doi:10.1109/IISA.2016.7785389

A brief survey of time- and frequency-domain adaptive filters

Andreas Spanias

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Scopus citations

Abstract

This tutorial session paper provides a brief survey of adaptive signal processing methods and applications. We give the update equations of FIR and IIR adaptive filters. We provide brief descriptions of LMS, RLS, and block time and frequency domain algorithms. The tutorial begins with an introduction to adaptive methods and continues with a discussion on least squares and gradient techniques. The session covers various adaptive filter structures and provides information and references on several applications including system identification, linear prediction, noise cancellation, and adaptive arrays.

Original language	English (US)
Title of host publication	IISA 2016 - 7th International Conference on Information, Intelligence, Systems and Applications
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781509034291
DOIs	https://doi.org/10.1109/IISA.2016.7785389
State	Published - Dec 14 2016
Event	7th International Conference on Information, Intelligence, Systems and Applications, IISA 2016 - Chalkidiki, Greece Duration: Jul 13 2016 → Jul 15 2016

Publication series

Name	IISA 2016 - 7th International Conference on Information, Intelligence, Systems and Applications

Other

Other	7th International Conference on Information, Intelligence, Systems and Applications, IISA 2016
Country/Territory	Greece
City	Chalkidiki
Period	7/13/16 → 7/15/16

Keywords

Adaptive Filters
LMS
Linear Prediction
Noise and Echo Cancellation
RLS
System Identification
Tutorial in Adaptive Signal Processing

ASJC Scopus subject areas

Information Systems
Computer Science Applications
Artificial Intelligence
Social Sciences (miscellaneous)

Access to Document

10.1109/IISA.2016.7785389

Cite this

Spanias, A. (2016). A brief survey of time- and frequency-domain adaptive filters. In IISA 2016 - 7th International Conference on Information, Intelligence, Systems and Applications Article 7785389 (IISA 2016 - 7th International Conference on Information, Intelligence, Systems and Applications). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IISA.2016.7785389

A brief survey of time- and frequency-domain adaptive filters. / Spanias, Andreas.
IISA 2016 - 7th International Conference on Information, Intelligence, Systems and Applications. Institute of Electrical and Electronics Engineers Inc., 2016. 7785389 (IISA 2016 - 7th International Conference on Information, Intelligence, Systems and Applications).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Spanias, A 2016, A brief survey of time- and frequency-domain adaptive filters. in IISA 2016 - 7th International Conference on Information, Intelligence, Systems and Applications., 7785389, IISA 2016 - 7th International Conference on Information, Intelligence, Systems and Applications, Institute of Electrical and Electronics Engineers Inc., 7th International Conference on Information, Intelligence, Systems and Applications, IISA 2016, Chalkidiki, Greece, 7/13/16. https://doi.org/10.1109/IISA.2016.7785389

Spanias A. A brief survey of time- and frequency-domain adaptive filters. In IISA 2016 - 7th International Conference on Information, Intelligence, Systems and Applications. Institute of Electrical and Electronics Engineers Inc. 2016. 7785389. (IISA 2016 - 7th International Conference on Information, Intelligence, Systems and Applications). doi: 10.1109/IISA.2016.7785389

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A brief survey of time- and frequency-domain adaptive filters

Abstract

Publication series

Other

Keywords

ASJC Scopus subject areas

Access to Document

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