Accurate heart rate detection from on-body continuous wave radar sensors using wavelet transform

Malikeh Pour Ebrahim, Fatemeh Heydari, Jean Michel Redoute, Mehmet Rasit Yuce

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

Abstract

On-Body Continuous Wave Radar (CWR) systems can be used to monitor cardiac activities. This paper presents a signal processing method based on the wavelet transform to remove the noise components of the time and frequency domains of CWR signals obtained from an on-body radar system in order to derive heart rate more accurately. The proposed method is evaluated with CWR signals recorded from the human body in two different postural and exercise activities. The accuracy and precision of the suggested method are evaluated by comparing the heart rate derived from a reference Electrocardiogram (ECG) signal.

Original languageEnglish
Title of host publication2018 IEEE SENSORS, SENSORS 2018 - Conference Proceedings
PublisherIEEE, Institute of Electrical and Electronics Engineers
Number of pages4
Volume2018-October
ISBN (Electronic)9781538647073
DOIs
Publication statusPublished - 26 Dec 2018
EventIEEE Conference on Sensors 2018 - New Delhi, India
Duration: 28 Oct 201831 Oct 2018
Conference number: 17th
http://ieee-sensors2018.org/

Conference

ConferenceIEEE Conference on Sensors 2018
Abbreviated titleSENSORS 2018
CountryIndia
CityNew Delhi
Period28/10/1831/10/18
Internet address

Keywords

  • Continuous Wave Radar
  • Heart Rate
  • Wavelet

Cite this

Ebrahim, M. P., Heydari, F., Redoute, J. M., & Yuce, M. R. (2018). Accurate heart rate detection from on-body continuous wave radar sensors using wavelet transform. In 2018 IEEE SENSORS, SENSORS 2018 - Conference Proceedings (Vol. 2018-October). [8589719] IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ICSENS.2018.8589719
Ebrahim, Malikeh Pour ; Heydari, Fatemeh ; Redoute, Jean Michel ; Yuce, Mehmet Rasit. / Accurate heart rate detection from on-body continuous wave radar sensors using wavelet transform. 2018 IEEE SENSORS, SENSORS 2018 - Conference Proceedings. Vol. 2018-October IEEE, Institute of Electrical and Electronics Engineers, 2018.
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abstract = "On-Body Continuous Wave Radar (CWR) systems can be used to monitor cardiac activities. This paper presents a signal processing method based on the wavelet transform to remove the noise components of the time and frequency domains of CWR signals obtained from an on-body radar system in order to derive heart rate more accurately. The proposed method is evaluated with CWR signals recorded from the human body in two different postural and exercise activities. The accuracy and precision of the suggested method are evaluated by comparing the heart rate derived from a reference Electrocardiogram (ECG) signal.",
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Ebrahim, MP, Heydari, F, Redoute, JM & Yuce, MR 2018, Accurate heart rate detection from on-body continuous wave radar sensors using wavelet transform. in 2018 IEEE SENSORS, SENSORS 2018 - Conference Proceedings. vol. 2018-October, 8589719, IEEE, Institute of Electrical and Electronics Engineers, IEEE Conference on Sensors 2018, New Delhi, India, 28/10/18. https://doi.org/10.1109/ICSENS.2018.8589719

Accurate heart rate detection from on-body continuous wave radar sensors using wavelet transform. / Ebrahim, Malikeh Pour; Heydari, Fatemeh; Redoute, Jean Michel; Yuce, Mehmet Rasit.

2018 IEEE SENSORS, SENSORS 2018 - Conference Proceedings. Vol. 2018-October IEEE, Institute of Electrical and Electronics Engineers, 2018. 8589719.

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

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N2 - On-Body Continuous Wave Radar (CWR) systems can be used to monitor cardiac activities. This paper presents a signal processing method based on the wavelet transform to remove the noise components of the time and frequency domains of CWR signals obtained from an on-body radar system in order to derive heart rate more accurately. The proposed method is evaluated with CWR signals recorded from the human body in two different postural and exercise activities. The accuracy and precision of the suggested method are evaluated by comparing the heart rate derived from a reference Electrocardiogram (ECG) signal.

AB - On-Body Continuous Wave Radar (CWR) systems can be used to monitor cardiac activities. This paper presents a signal processing method based on the wavelet transform to remove the noise components of the time and frequency domains of CWR signals obtained from an on-body radar system in order to derive heart rate more accurately. The proposed method is evaluated with CWR signals recorded from the human body in two different postural and exercise activities. The accuracy and precision of the suggested method are evaluated by comparing the heart rate derived from a reference Electrocardiogram (ECG) signal.

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Ebrahim MP, Heydari F, Redoute JM, Yuce MR. Accurate heart rate detection from on-body continuous wave radar sensors using wavelet transform. In 2018 IEEE SENSORS, SENSORS 2018 - Conference Proceedings. Vol. 2018-October. IEEE, Institute of Electrical and Electronics Engineers. 2018. 8589719 https://doi.org/10.1109/ICSENS.2018.8589719