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 languageEnglish (US)
Title of host publicationIISA 2016 - 7th International Conference on Information, Intelligence, Systems and Applications
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781509034291
DOIs
StatePublished - Dec 14 2016
Event7th International Conference on Information, Intelligence, Systems and Applications, IISA 2016 - Chalkidiki, Greece
Duration: Jul 13 2016Jul 15 2016

Publication series

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

Other

Other7th International Conference on Information, Intelligence, Systems and Applications, IISA 2016
CountryGreece
CityChalkidiki
Period7/13/167/15/16

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)

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