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

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

Producción científica: Contribución a una conferencia › Documento

2 Citas (Scopus)

Resumen

© 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.

Idioma original	Inglés
Páginas	135-138
Número de páginas	4
DOI	https://doi.org/10.1109/EIConRusNW.2015.7102248
Estado	Publicada - 1 ene. 2015
Evento	Proceedings of the 2015 IEEE North West Russia Section Young Researchers in Electrical and Electronic Engineering Conference, ElConRusNW 2015 - St. Petersburg, Federación de Rusia Duración: 2 feb. 2015 → 3 feb. 2015

Conferencia

Conferencia	Proceedings of the 2015 IEEE North West Russia Section Young Researchers in Electrical and Electronic Engineering Conference, ElConRusNW 2015
Título abreviado	ElConRusNW 2015
País/Territorio	Federación de Rusia
Ciudad	St. Petersburg
Período	2/02/15 → 3/02/15

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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. Papel presentado en Proceedings of the 2015 IEEE North West Russia Section Young Researchers in Electrical and Electronic Engineering Conference, ElConRusNW 2015, St. Petersburg, Federación de Rusia. 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",

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doi = "10.1109/EIConRusNW.2015.7102248",

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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', Papel presentado en Proceedings of the 2015 IEEE North West Russia Section Young Researchers in Electrical and Electronic Engineering Conference, ElConRusNW 2015, St. Petersburg, Federación de Rusia, 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 Papel presentado en Proceedings of the 2015 IEEE North West Russia Section Young Researchers in Electrical and Electronic Engineering Conference, ElConRusNW 2015, St. Petersburg, Federación de Rusia.

Producción científica: Contribución a una conferencia › Documento

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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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Montesdeoca Contreras JC , Avila Campoverde RS, Morales Garcia JA. Audio noise canceler using Adaline Network in adaptive filter configuration. 2015. Papel presentado en Proceedings of the 2015 IEEE North West Russia Section Young Researchers in Electrical and Electronic Engineering Conference, ElConRusNW 2015, St. Petersburg, Federación de Rusia. doi: 10.1109/EIConRusNW.2015.7102248

Audio noise canceler using Adaline Network in adaptive filter configuration

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