An Estimation Technique using FFT for Heart Rate Derived from PPG Signal

Jayadevappa B.M; Mallikarjun S. Holi

An Estimation Technique using FFT for Heart Rate Derived from PPG Signal

Jayadevappa B.M *

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Mallikarjun S. Holi

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An Estimation Technique using FFT for Heart Rate Derived from PPG Signal

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Abstract

Heart rate (HR) observation by using photoplethysmography (PPG) signals during intense physical activity is a crucial task because of the fact that PPG signals are affected by the noise due to movement artifacts by the user’s hand movements. This paper addresses the discriminating assessment of a novel encapsulation for wearable PPG sensor during the severe physical activity. In this work, we plan the HR estimation issue, and utilization of proposed algorithm to find high-determination power spectra of PPG signals, from which heart rates are evaluated by selecting and comparing the peaks. The proposed system was applied on PPG recordings obtained from 10 subjects who were quick runners at the top velocity of 15km/hour on a treadmill. Utilizing correlation and HR investigation with the assistance of peak detection, we assessed the simulation of the proposed framework against the existing works. The outcome demonstrated that the average absolute estimation error achieved using proposed method is lesser contrasted with ground truth heart rates obtained at the same time through the recording of electrocardiogram (ECG).

References

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Toshiyo Tamura,Yuka Maeda,Masaki Sekine,Masaki Yoshida (2014). Wearable Photoplethysmographic Sensors—Past and Present.
Rasoul Yousefi,Mehrdad Nourani,Sarah Ostadabbas,Issa Panahi (2014). A Motion-Tolerant Adaptive Algorithm for Wearable Photoplethysmographic Biosensors.
M Ram,K Madhav,E Krishna,N Komalla,. Reddy (2012). A Novel approach for motion artifact reduction in PPGsignals based on AS-LMS adaptive filter.
Chia-Ching Chou,Wei-Chin Huang,Wai-Chi Fang (2015). An effective three way PPG acquiring and signal processing system by using square wave modulation.
M Ucar,M Bozkurt,K Polat,C Bilgin (2015). Investigation of effects of time domain features of the photoplethysmography (PPG) signal on sleep respiratory arrests.
Xu Lin,Gao Kunpeng (2015). Continuous blood pressure measurement algorithm based on PPG signal quality assessment.
A Verma,S Cabrera,A Mayorga,H Nazeran (2013). A Robust Algorithm for Derivation of Heart Rate Variability Spectra from ECG and PPG Signals.
H Fukushima,H Kawanaka,M Bhuiyan,K Oguri (2012). Estimating heart rate using wrist-type Photoplethysmography and acceleration sensor while running.
M Ram,K Madhav,E Krishna,K Reddy,K Reddy (2011). On the performance of time varying step-size least mean squares (TVSLMS)adaptive filter for MA reduction from PPG signals.
K Reddy,B George,V Kumar (2009). Use of Fourier series analysisfor motion artifact reduction and data compression of photoplethysmographicsignals.

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Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

Jayadevappa B.M, Mallikarjun Holi. 2015. "An Estimation Technique using FFT for Heart Rate Derived from PPG Signal". Global Journal of Research in Engineering, Global Journal of Research in Engineering - F: Electrical & Electronic GJRE-F Volume 15 (GJRE Volume 15 Issue F7).

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GJRE Volume 15 Issue F7

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Journal Specifications

Crossref Journal DOI 10.17406/gjre

Print ISSN 0975-5861

e-ISSN 2249-4596

Keywords

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Classification

GJRE-F Classification FOR Code: 090699

Submission ReceivedFebruary 7, 2015
Peer Review Double Blind
Handling Editor
Accepted March 1, 2015
Published March 15, 2015

Version of record

v1.2

Issue date

October 17, 2015

Language

English

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Article Matrices

Total Score: 102

Country: India

Subject: Global Journal of Research in Engineering

Authors: Jayadevappa B.M, Mallikarjun S. Holi (PhD/Dr. count: 0)

View Count (all-time): 431

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Publish Date: 2015 03, Sun

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