Audio noise canceler using Adaline Network in adaptive filter configuration

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

doi:10.1109/EIConRusNW.2015.7102248

Audio noise canceler using Adaline Network in adaptive filter configuration

Research output: Contribution to conference › Paper

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 language	English
Pages	135-138
Number of pages	4
DOIs	https://doi.org/10.1109/EIConRusNW.2015.7102248
State	Published - 1 Jan 2015
Event	2015 IEEE North West Russia Section Young Researchers in Electrical and Electronic Engineering Conference, ElConRusNW 2015 - St. Petersburg, Russian Federation Duration: 2 Feb 2015 → 3 Feb 2015

Conference

Conference	2015 IEEE North West Russia Section Young Researchers in Electrical and Electronic Engineering Conference, ElConRusNW 2015
Abbreviated title	ElConRusNW 2015
Country/Territory	Russian Federation
City	St. Petersburg
Period	2/02/15 → 3/02/15

CACES Knowledge Areas

8417A Telecommunications

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10.1109/EIConRusNW.2015.7102248

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Montesdeoca Contreras, J. C., Avila Campoverde, R. S., & Morales Garcia, J. A. (2015). Audio noise canceler using Adaline Network in adaptive filter configuration. 135-138. Paper presented at 2015 IEEE North West Russia Section Young Researchers in Electrical and Electronic Engineering Conference, ElConRusNW 2015, St. Petersburg, Russian Federation. https://doi.org/10.1109/EIConRusNW.2015.7102248

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title = "Audio noise canceler using Adaline Network in adaptive filter configuration",

abstract = "{\textcopyright} 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.",

author = "\{Montesdeoca Contreras\}, \{J. C.\} and \{Avila Campoverde\}, \{R. S.\} and \{Morales Garcia\}, \{J. A.\}",

year = "2015",

month = jan,

day = "1",

doi = "10.1109/EIConRusNW.2015.7102248",

language = "English",

pages = "135--138",

note = "Proceedings of the 2015 IEEE North West Russia Section Young Researchers in Electrical and Electronic Engineering Conference, ElConRusNW 2015 ; Conference date: 02-02-2015 Through 03-02-2015",

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Montesdeoca Contreras, JC , Avila Campoverde, RS & Morales Garcia, JA 2015, 'Audio noise canceler using Adaline Network in adaptive filter configuration', Paper presented at 2015 IEEE North West Russia Section Young Researchers in Electrical and Electronic Engineering Conference, ElConRusNW 2015, St. Petersburg, Russian Federation, 2/02/15 - 3/02/15 pp. 135-138. https://doi.org/10.1109/EIConRusNW.2015.7102248

Audio noise canceler using Adaline Network in adaptive filter configuration. / Montesdeoca Contreras, J. C.; Avila Campoverde, R. S.; Morales Garcia, J. A.
2015. 135-138 Paper presented at 2015 IEEE North West Russia Section Young Researchers in Electrical and Electronic Engineering Conference, ElConRusNW 2015, St. Petersburg, Russian Federation.

Research output: Contribution to conference › Paper

TY - CONF

T1 - Audio noise canceler using Adaline Network in adaptive filter configuration

AU - Montesdeoca Contreras, J. C.

AU - Avila Campoverde, R. S.

AU - Morales Garcia, J. A.

PY - 2015/1/1

Y1 - 2015/1/1

N2 - © 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.

AB - © 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.

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DO - 10.1109/EIConRusNW.2015.7102248

M3 - Paper

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T2 - Proceedings of the 2015 IEEE North West Russia Section Young Researchers in Electrical and Electronic Engineering Conference, ElConRusNW 2015

Y2 - 2 February 2015 through 3 February 2015

ER -

Audio noise canceler using Adaline Network in adaptive filter configuration

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