A practical BCG measuring system with bed sensors and algorithm for heartbeat detection

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Ballistocardiogram (BCG) is useful and informative signal result from the cardiac activity. In this paper, we present a practical BCG measurement system with bed sensors. Moreover, the simple algorithm to detect all individual heartbeats and estimate beat-to-beat interval lengths is presented. These are effective for all night continuous monitoring of cardiovascular system and enable us to detect sleep stage. Heart beats is detected by cross-correlation method. This method has three steps, preprocessing, typical wave form creation and cross-correlation calculation. Output of this process were validated with 10 subjects. As the results, the average 71.5% of the beat-to-beat intervals were detected. Moreover this study revealed that the individual difference is significant factor to detect heart beats precisely.

Original languageEnglish
Title of host publicationProceedings - 2018 IEEE 15th International Workshop on Advanced Motion Control, AMC 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages317-321
Number of pages5
ISBN (Electronic)9781538619469
DOIs
Publication statusPublished - 2018 Jun 1
Event15th IEEE International Workshop on Advanced Motion Control, AMC 2018 - Tokyo, Japan
Duration: 2018 Mar 92018 Mar 11

Other

Other15th IEEE International Workshop on Advanced Motion Control, AMC 2018
CountryJapan
CityTokyo
Period18/3/918/3/11

Fingerprint

Beat
Cardiovascular system
Sensor
Correlation methods
Sensors
Cross-correlation
Monitoring
Three-step Methods
Cardiovascular System
Interval
Individual Differences
Sleep
Measurement System
Cardiac
Waveform
Preprocessing
Output
Estimate

Keywords

  • Ballistocardiogram(BCG)
  • Biomedical measurements
  • Cardiac signal analysis

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Science Applications
  • Mechanical Engineering
  • Control and Optimization

Cite this

Nagura, M., Mitsukura, Y., Kishimoto, T., & Mimura, M. (2018). A practical BCG measuring system with bed sensors and algorithm for heartbeat detection. In Proceedings - 2018 IEEE 15th International Workshop on Advanced Motion Control, AMC 2018 (pp. 317-321). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/AMC.2019.8371110

A practical BCG measuring system with bed sensors and algorithm for heartbeat detection. / Nagura, Masaki; Mitsukura, Yasue; Kishimoto, Taishiro; Mimura, Masaru.

Proceedings - 2018 IEEE 15th International Workshop on Advanced Motion Control, AMC 2018. Institute of Electrical and Electronics Engineers Inc., 2018. p. 317-321.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nagura, M, Mitsukura, Y, Kishimoto, T & Mimura, M 2018, A practical BCG measuring system with bed sensors and algorithm for heartbeat detection. in Proceedings - 2018 IEEE 15th International Workshop on Advanced Motion Control, AMC 2018. Institute of Electrical and Electronics Engineers Inc., pp. 317-321, 15th IEEE International Workshop on Advanced Motion Control, AMC 2018, Tokyo, Japan, 18/3/9. https://doi.org/10.1109/AMC.2019.8371110
Nagura M, Mitsukura Y, Kishimoto T, Mimura M. A practical BCG measuring system with bed sensors and algorithm for heartbeat detection. In Proceedings - 2018 IEEE 15th International Workshop on Advanced Motion Control, AMC 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 317-321 https://doi.org/10.1109/AMC.2019.8371110
Nagura, Masaki ; Mitsukura, Yasue ; Kishimoto, Taishiro ; Mimura, Masaru. / A practical BCG measuring system with bed sensors and algorithm for heartbeat detection. Proceedings - 2018 IEEE 15th International Workshop on Advanced Motion Control, AMC 2018. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 317-321
@inproceedings{a395570ce9224b44906670db48dcada0,
title = "A practical BCG measuring system with bed sensors and algorithm for heartbeat detection",
abstract = "Ballistocardiogram (BCG) is useful and informative signal result from the cardiac activity. In this paper, we present a practical BCG measurement system with bed sensors. Moreover, the simple algorithm to detect all individual heartbeats and estimate beat-to-beat interval lengths is presented. These are effective for all night continuous monitoring of cardiovascular system and enable us to detect sleep stage. Heart beats is detected by cross-correlation method. This method has three steps, preprocessing, typical wave form creation and cross-correlation calculation. Output of this process were validated with 10 subjects. As the results, the average 71.5{\%} of the beat-to-beat intervals were detected. Moreover this study revealed that the individual difference is significant factor to detect heart beats precisely.",
keywords = "Ballistocardiogram(BCG), Biomedical measurements, Cardiac signal analysis",
author = "Masaki Nagura and Yasue Mitsukura and Taishiro Kishimoto and Masaru Mimura",
year = "2018",
month = "6",
day = "1",
doi = "10.1109/AMC.2019.8371110",
language = "English",
pages = "317--321",
booktitle = "Proceedings - 2018 IEEE 15th International Workshop on Advanced Motion Control, AMC 2018",
publisher = "Institute of Electrical and Electronics Engineers Inc.",

}

TY - GEN

T1 - A practical BCG measuring system with bed sensors and algorithm for heartbeat detection

AU - Nagura, Masaki

AU - Mitsukura, Yasue

AU - Kishimoto, Taishiro

AU - Mimura, Masaru

PY - 2018/6/1

Y1 - 2018/6/1

N2 - Ballistocardiogram (BCG) is useful and informative signal result from the cardiac activity. In this paper, we present a practical BCG measurement system with bed sensors. Moreover, the simple algorithm to detect all individual heartbeats and estimate beat-to-beat interval lengths is presented. These are effective for all night continuous monitoring of cardiovascular system and enable us to detect sleep stage. Heart beats is detected by cross-correlation method. This method has three steps, preprocessing, typical wave form creation and cross-correlation calculation. Output of this process were validated with 10 subjects. As the results, the average 71.5% of the beat-to-beat intervals were detected. Moreover this study revealed that the individual difference is significant factor to detect heart beats precisely.

AB - Ballistocardiogram (BCG) is useful and informative signal result from the cardiac activity. In this paper, we present a practical BCG measurement system with bed sensors. Moreover, the simple algorithm to detect all individual heartbeats and estimate beat-to-beat interval lengths is presented. These are effective for all night continuous monitoring of cardiovascular system and enable us to detect sleep stage. Heart beats is detected by cross-correlation method. This method has three steps, preprocessing, typical wave form creation and cross-correlation calculation. Output of this process were validated with 10 subjects. As the results, the average 71.5% of the beat-to-beat intervals were detected. Moreover this study revealed that the individual difference is significant factor to detect heart beats precisely.

KW - Ballistocardiogram(BCG)

KW - Biomedical measurements

KW - Cardiac signal analysis

UR - http://www.scopus.com/inward/record.url?scp=85048805514&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85048805514&partnerID=8YFLogxK

U2 - 10.1109/AMC.2019.8371110

DO - 10.1109/AMC.2019.8371110

M3 - Conference contribution

SP - 317

EP - 321

BT - Proceedings - 2018 IEEE 15th International Workshop on Advanced Motion Control, AMC 2018

PB - Institute of Electrical and Electronics Engineers Inc.

ER -