• DocumentCode
    140070
  • Title

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

  • Author

    Shimazaki, Takunori ; Hara, Satoshi ; Okuhata, Hiroyuki ; Nakamura, Hajime ; Kawabata, Tsutomu

  • Author_Institution
    Grad. Sch. of Eng., Osaka City Univ., Osaka, Japan
  • fYear
    2014
  • fDate
    26-30 Aug. 2014
  • Firstpage
    3216
  • Lastpage
    3219
  • 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.
  • Keywords
    biomechanics; cardiology; health care; light emitting diodes; medical signal detection; photodetectors; photoplethysmography; signal denoising; sport; BVP; Blood Volume Pulse; LED/PD; LED/PhotoDetector; PPG-based HR sensing; PPG-based heart rate sensing; adaptive algorithm; cancellation technique; canceller; exercise; healthcare purposes; jumping; medical purposes; motion artifact cancellation; motion artifact detection; motion artifact sensor; noninvasive technique; normal PPG sensor; photoplethysmography; running; simple technique; skin; sport physiological purposes; Heart rate; Legged locomotion; Light emitting diodes; Monitoring; Sensors; Signal processing algorithms; Skin;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
  • Conference_Location
    Chicago, IL
  • ISSN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2014.6944307
  • Filename
    6944307