Literature DB >> 25570675

Cancellation of motion artifact induced by exercise for PPG-based heart rate sensing.

Takunori Shimazaki, Shinsuke Hara, Hiroyuki Okuhata, Hajime Nakamura, Takashi Kawabata.   

Abstract

Heart rate (HR) sensing during exercise is essential for medical, healthcare and sport physiological purposes. Photo-Plethysmo-Graphy (PPG) is a simple and non-invasive technique for HR sensing, but it is highly sensitive to motion artifact. This paper proposes a cancellation technique of motion artifact in PPG-based HR sensing for a man during exercise. The canceller is equipped with two sensors; one is a normal PPG sensor where an LED/Photo-Detector (PD) contacts the skin to detect Blood Volume Pulse (BVP) (+motion artifact) and the other is a motion artifact sensor where an LED/PD does not contact the skin to detect only motion artifact. Experimental results show that the proposed technique, which is implemented in adaptive algorithms, can sense HR correctly by cancelling motion artifact induced by exercises such as running and jumping.

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Year:  2014        PMID: 25570675     DOI: 10.1109/EMBC.2014.6944307

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  5 in total

1.  Design and implementation of a BSN-based system for plantar health evaluation with exercise load quantification.

Authors:  Yang Wang; Zhiwen Liu; Jian Yang; Shaodong Ma
Journal:  Biomed Eng Online       Date:  2017-08-03       Impact factor: 2.819

2.  Characterization of Quadratic Nonlinearity between Motion Artifact and Acceleration Data and its Application to Heartbeat Rate Estimation.

Authors:  Sunho Kim; Sungbin Im; Taehyung Park
Journal:  Sensors (Basel)       Date:  2017-08-14       Impact factor: 3.576

3.  Heat Stroke Prevention in Hot Specific Occupational Environment Enhanced by Supervised Machine Learning with Personalized Vital Signs.

Authors:  Takunori Shimazaki; Daisuke Anzai; Kenta Watanabe; Atsushi Nakajima; Mitsuhiro Fukuda; Shingo Ata
Journal:  Sensors (Basel)       Date:  2022-01-05       Impact factor: 3.576

4.  Quantification and Visualization of Reliable Hemodynamics Evaluation Based on Non-Contact Arteriovenous Fistula Measurement.

Authors:  Rumi Iwai; Takunori Shimazaki; Yoshifumi Kawakubo; Kei Fukami; Shingo Ata; Takeshi Yokoyama; Takashi Hitosugi; Aki Otsuka; Hiroyuki Hayashi; Masanobu Tsurumoto; Reiko Yokoyama; Tetsuya Yoshida; Shinya Hirono; Daisuke Anzai
Journal:  Sensors (Basel)       Date:  2022-04-02       Impact factor: 3.576

5.  Improving Pulse Rate Measurements during Random Motion Using a Wearable Multichannel Reflectance Photoplethysmograph.

Authors:  Kristen M Warren; Joshua R Harvey; Ki H Chon; Yitzhak Mendelson
Journal:  Sensors (Basel)       Date:  2016-03-07       Impact factor: 3.576

  5 in total

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