Comparison of Infinite Impulse Response (IIR) and Finite Impulse Response (FIR) Filters in Cardiac Optical Mapping Records

David Rivas-Lalaleo; Sergio Muñoz-Romero; Monica Huerta; Víctor Bautista-Naranjo; Jorge García-Quintanilla; Javier Moreno-Planas; José Luis Rojo-Álvarez

doi:10.1007/978-3-030-71503-8_16

Comparison of Infinite Impulse Response (IIR) and Finite Impulse Response (FIR) Filters in Cardiac Optical Mapping Records

David Rivas-Lalaleo
, Sergio Muñoz-Romero
, Monica Huerta
, Víctor Bautista-Naranjo
, Jorge García-Quintanilla
, Javier Moreno-Planas
, José Luis Rojo-Álvarez

Grupo de Investigación en Telecomunicaciones y Telemática (GITEL)

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

1 Cita (Scopus)

Resumen

Optical cardiac mapping is an experimental method developed to record the electrical behavior of the heart, through the analysis of films filmed at high speed. Due to the conditions of the experiment along with the signal, a great amount of noise from different sources is stored. In this article, the comparison of the IIR type filters and the FIR filters is proposed, where the order of the filters, the phase difference and the application on the film have been compared. From this analysis it is determined that a 9th order IIR filter behaves in the same way as a 256 order FIR filter. Therefore, it can be determined that a 9th order IIR filter can be used for filtering this type of signal, reducing the computational costs in its application.

Idioma original	Inglés
Título de la publicación alojada	Applied Technologies - Second International Conference, ICAT 2020, Proceedings
Editores	Miguel Botto-Tobar, Sergio Montes León, Oscar Camacho, Danilo Chávez, Pablo Torres-Carrión, Marcelo Zambrano Vizuete
Editorial	Springer Science and Business Media Deutschland GmbH
Páginas	207-224
Número de páginas	18
ISBN (versión impresa)	9783030715021
DOI	https://doi.org/10.1007/978-3-030-71503-8_16
Estado	Publicada - 2021
Evento	2nd International Conference on Applied Technologies, ICAT 2020 - Virtual, Online Duración: 2 dic. 2020 → 4 dic. 2020

Serie de la publicación

Nombre	Communications in Computer and Information Science
Volumen	1388 CCIS

Conferencia

Conferencia	2nd International Conference on Applied Technologies, ICAT 2020
Ciudad	Virtual, Online
Período	2/12/20 → 4/12/20

Nota bibliográfica

Publisher Copyright:
© 2021, Springer Nature Switzerland AG.

Areas de Conocimiento del CACES

219A Medicina

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10.1007/978-3-030-71503-8_16

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PLAGRI: Plataforma de Digitalización Agrícola para PYMES basada en IoT
Ordoñez Morales, E. F. (Investigador Secundario), Soto Sarango, A. F. (Investigador Secundario), Sagbay Sacaquirin, J. G. (Investigador Secundario), Huerta, M. K. (Investigador principal), Bermeo Moyano, J. P. (Investigador Secundario), Ochoa Calderon, R. R. (Estudiante Investigador), Alvarez Bermeo, L. M. (Estudiante Investigador), Quinde Loja, S. A. (Asistente de Investigación) & Castillo Velásquez, J. I. (Investigador Externo)
31/03/20 → …
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Rivas-Lalaleo, D., Muñoz-Romero, S., Huerta, M., Bautista-Naranjo, V., García-Quintanilla, J., Moreno-Planas, J., & Rojo-Álvarez, J. L. (2021). Comparison of Infinite Impulse Response (IIR) and Finite Impulse Response (FIR) Filters in Cardiac Optical Mapping Records. En M. Botto-Tobar, S. Montes León, O. Camacho, D. Chávez, P. Torres-Carrión, & M. Zambrano Vizuete (Eds.), Applied Technologies - Second International Conference, ICAT 2020, Proceedings (pp. 207-224). (Communications in Computer and Information Science; Vol. 1388 CCIS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-71503-8_16

Rivas-Lalaleo, David ; Muñoz-Romero, Sergio ; Huerta, Monica et al. / Comparison of Infinite Impulse Response (IIR) and Finite Impulse Response (FIR) Filters in Cardiac Optical Mapping Records. Applied Technologies - Second International Conference, ICAT 2020, Proceedings. editor / Miguel Botto-Tobar ; Sergio Montes León ; Oscar Camacho ; Danilo Chávez ; Pablo Torres-Carrión ; Marcelo Zambrano Vizuete. Springer Science and Business Media Deutschland GmbH, 2021. pp. 207-224 (Communications in Computer and Information Science).

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title = "Comparison of Infinite Impulse Response (IIR) and Finite Impulse Response (FIR) Filters in Cardiac Optical Mapping Records",

abstract = "Optical cardiac mapping is an experimental method developed to record the electrical behavior of the heart, through the analysis of films filmed at high speed. Due to the conditions of the experiment along with the signal, a great amount of noise from different sources is stored. In this article, the comparison of the IIR type filters and the FIR filters is proposed, where the order of the filters, the phase difference and the application on the film have been compared. From this analysis it is determined that a 9th order IIR filter behaves in the same way as a 256 order FIR filter. Therefore, it can be determined that a 9th order IIR filter can be used for filtering this type of signal, reducing the computational costs in its application.",

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Rivas-Lalaleo, D, Muñoz-Romero, S, Huerta, M, Bautista-Naranjo, V, García-Quintanilla, J, Moreno-Planas, J & Rojo-Álvarez, JL 2021, Comparison of Infinite Impulse Response (IIR) and Finite Impulse Response (FIR) Filters in Cardiac Optical Mapping Records. En M Botto-Tobar, S Montes León, O Camacho, D Chávez, P Torres-Carrión & M Zambrano Vizuete (eds.), Applied Technologies - Second International Conference, ICAT 2020, Proceedings. Communications in Computer and Information Science, vol. 1388 CCIS, Springer Science and Business Media Deutschland GmbH, pp. 207-224, 2nd International Conference on Applied Technologies, ICAT 2020, Virtual, Online, 2/12/20. https://doi.org/10.1007/978-3-030-71503-8_16

Comparison of Infinite Impulse Response (IIR) and Finite Impulse Response (FIR) Filters in Cardiac Optical Mapping Records. / Rivas-Lalaleo, David; Muñoz-Romero, Sergio; Huerta, Monica et al.
Applied Technologies - Second International Conference, ICAT 2020, Proceedings. ed. / Miguel Botto-Tobar; Sergio Montes León; Oscar Camacho; Danilo Chávez; Pablo Torres-Carrión; Marcelo Zambrano Vizuete. Springer Science and Business Media Deutschland GmbH, 2021. p. 207-224 (Communications in Computer and Information Science; Vol. 1388 CCIS).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

TY - GEN

T1 - Comparison of Infinite Impulse Response (IIR) and Finite Impulse Response (FIR) Filters in Cardiac Optical Mapping Records

AU - Rivas-Lalaleo, David

AU - Muñoz-Romero, Sergio

AU - Huerta, Monica

AU - Bautista-Naranjo, Víctor

AU - García-Quintanilla, Jorge

AU - Moreno-Planas, Javier

AU - Rojo-Álvarez, José Luis

PY - 2021

Y1 - 2021

N2 - Optical cardiac mapping is an experimental method developed to record the electrical behavior of the heart, through the analysis of films filmed at high speed. Due to the conditions of the experiment along with the signal, a great amount of noise from different sources is stored. In this article, the comparison of the IIR type filters and the FIR filters is proposed, where the order of the filters, the phase difference and the application on the film have been compared. From this analysis it is determined that a 9th order IIR filter behaves in the same way as a 256 order FIR filter. Therefore, it can be determined that a 9th order IIR filter can be used for filtering this type of signal, reducing the computational costs in its application.

AB - Optical cardiac mapping is an experimental method developed to record the electrical behavior of the heart, through the analysis of films filmed at high speed. Due to the conditions of the experiment along with the signal, a great amount of noise from different sources is stored. In this article, the comparison of the IIR type filters and the FIR filters is proposed, where the order of the filters, the phase difference and the application on the film have been compared. From this analysis it is determined that a 9th order IIR filter behaves in the same way as a 256 order FIR filter. Therefore, it can be determined that a 9th order IIR filter can be used for filtering this type of signal, reducing the computational costs in its application.

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KW - FIR

KW - IIR

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M3 - Conference contribution

AN - SCOPUS:85107387692

SN - 9783030715021

T3 - Communications in Computer and Information Science

SP - 207

EP - 224

BT - Applied Technologies - Second International Conference, ICAT 2020, Proceedings

A2 - Botto-Tobar, Miguel

A2 - Montes León, Sergio

A2 - Camacho, Oscar

A2 - Chávez, Danilo

A2 - Torres-Carrión, Pablo

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PB - Springer Science and Business Media Deutschland GmbH

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Y2 - 2 December 2020 through 4 December 2020

ER -

Rivas-Lalaleo D, Muñoz-Romero S, Huerta M, Bautista-Naranjo V, García-Quintanilla J, Moreno-Planas J et al. Comparison of Infinite Impulse Response (IIR) and Finite Impulse Response (FIR) Filters in Cardiac Optical Mapping Records. En Botto-Tobar M, Montes León S, Camacho O, Chávez D, Torres-Carrión P, Zambrano Vizuete M, editores, Applied Technologies - Second International Conference, ICAT 2020, Proceedings. Springer Science and Business Media Deutschland GmbH. 2021. p. 207-224. (Communications in Computer and Information Science). doi: 10.1007/978-3-030-71503-8_16

Comparison of Infinite Impulse Response (IIR) and Finite Impulse Response (FIR) Filters in Cardiac Optical Mapping Records

Resumen

Serie de la publicación

Conferencia

Nota bibliográfica

Areas de Conocimiento del CACES

Acceder al documento

Otros archivos y enlaces

Huella

Proyectos

PLAGRI: Plataforma de Digitalización Agrícola para PYMES basada en IoT

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