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

Research Group in Telecommunications and Telematics (GITEL)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

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.

Original language	English
Title of host publication	Applied Technologies - Second International Conference, ICAT 2020, Proceedings
Editors	Miguel Botto-Tobar, Sergio Montes León, Oscar Camacho, Danilo Chávez, Pablo Torres-Carrión, Marcelo Zambrano Vizuete
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	207-224
Number of pages	18
ISBN (Print)	9783030715021
DOIs	https://doi.org/10.1007/978-3-030-71503-8_16
State	Published - 2021
Event	2nd International Conference on Applied Technologies, ICAT 2020 - Virtual, Online Duration: 2 Dec 2020 → 4 Dec 2020

Publication series

Name	Communications in Computer and Information Science
Volume	1388 CCIS

Conference

Conference	2nd International Conference on Applied Technologies, ICAT 2020
City	Virtual, Online
Period	2/12/20 → 4/12/20

Bibliographical note

Funding Information:
To the URJC and Universidad de las fuerzas Armadas ESPE, for the contribution to the FINALE project to the Wicom Energy Research group.

Publisher Copyright:
© 2021, Springer Nature Switzerland AG.

Keywords

Cardiac
FIR
IIR
Optical Mapping

CACES Knowledge Areas

219A Medicine

Access to Document

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

Cite this

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. In 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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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. in 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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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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

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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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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. In Botto-Tobar M, Montes León S, Camacho O, Chávez D, Torres-Carrión P, Zambrano Vizuete M, editors, 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

Abstract

Publication series

Conference

Bibliographical note

Keywords

CACES Knowledge Areas

Access to Document

Other files and links

Fingerprint

PLAGRI: Agricultural Digitization Platform for SMEs based on IoT

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

Abstract

Publication series

Conference

Bibliographical note

Keywords

CACES Knowledge Areas

Access to Document

Other files and links

Fingerprint

Projects

PLAGRI: Agricultural Digitization Platform for SMEs based on IoT

Cite this