Adaptive system identification Java simulation for Internet based courseware

Anand Xavier, Andreas Spanias

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

In this paper, an educational software tool on adaptive filters is presented. The simulation software is written in Java and provides an interactive environment that allows students to investigate and understand adaptive filters. The program exposes students to the concepts and applications of adaptive filters with special emphasis on convergence properties. The different adaptive algorithms that are implemented include LMS, NLMS, BLMS, IIR-LMS and IIR-SHARF. A frequency response visualization module was also developed to observe the magnitude and phase response for the corresponding Pole-Zero placement in the z-domain. This software tool supports an online software laboratory in the digital signal processing class. The paper also provides examples of possible laboratory exercises.

Original languageEnglish (US)
Title of host publicationProceedings - Frontiers in Education Conference
PublisherIEEE
Pages348-353
Number of pages6
Volume1
StatePublished - 1998
EventProceedings of the 1998 28th Annual Frontiers in Education Conference, FIE. Part 3 (of 3) - Tempe, AZ, USA
Duration: Nov 4 1998Nov 7 1998

Other

OtherProceedings of the 1998 28th Annual Frontiers in Education Conference, FIE. Part 3 (of 3)
CityTempe, AZ, USA
Period11/4/9811/7/98

ASJC Scopus subject areas

  • Engineering(all)
  • Industrial and Manufacturing Engineering

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    Xavier, A., & Spanias, A. (1998). Adaptive system identification Java simulation for Internet based courseware. In Proceedings - Frontiers in Education Conference (Vol. 1, pp. 348-353). IEEE.