Audio noise canceler using Adaline Network in adaptive filter configuration

J. C. Montesdeoca Contreras, R. S. Avila Campoverde, J. A. Morales Garcia

Research output: Contribution to conferencePaper

2 Scopus citations

Abstract

© 2015 IEEE. The use of Artificial Neural Networks with different type of configuration has enabled to develop many applications with higher complex degree. This paper presents an implementation example of noise canceller using Adaline Network for evaluation of performance when change different parameters in audio acquisition, also an analysis of synaptic weights to evaluate the performance of adaptive filter is done. In this document the mathematical modeling of adaptive canceler, the structure for acquisition and algorithm implementation into Matlab are presented. The results show a variant performance using differentes parameters, but when using the correct values parameters the performance better.
Original languageEnglish
Pages135-138
Number of pages4
DOIs
StatePublished - 1 Jan 2015
Event2015 IEEE North West Russia Section Young Researchers in Electrical and Electronic Engineering Conference, ElConRusNW 2015 - St. Petersburg, Russian Federation
Duration: 2 Feb 20153 Feb 2015

Conference

Conference2015 IEEE North West Russia Section Young Researchers in Electrical and Electronic Engineering Conference, ElConRusNW 2015
Abbreviated titleElConRusNW 2015
Country/TerritoryRussian Federation
CitySt. Petersburg
Period2/02/153/02/15

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