• DocumentCode
    232804
  • Title

    BioGlass: Physiological parameter estimation using a head-mounted wearable device

  • Author

    Hernandez, Jaime ; Yin Li ; Rehg, James M. ; Picard, Rosalind W.

  • Author_Institution
    Media Lab., Massachusetts Inst. of Technol., Cambridge, MA, USA
  • fYear
    2014
  • fDate
    3-5 Nov. 2014
  • Firstpage
    55
  • Lastpage
    58
  • Abstract
    This work explores the feasibility of using sensors embedded in Google Glass, a head-mounted wearable device, to measure physiological signals of the wearer. In particular, we develop new methods to use Glass´s accelerometer, gyroscope, and camera to extract pulse and respiratory rates of 12 participants during a controlled experiment. We show it is possible to achieve a mean absolute error of 0.83 beats per minute (STD: 2.02) for heart rate and 1.18 breaths per minute (STD: 2.04) for respiration rate when considering different combinations of sensors. These results included testing across sitting, supine, and standing still postures before and after physical exercise.
  • Keywords
    acceleration measurement; accelerometers; biomechanics; body sensor networks; electrocardiography; feature extraction; gyroscopes; image sensors; intelligent sensors; medical signal processing; pneumodynamics; BioGlass; Glass accelerometer; ballistocardiogram; breaths; camera; embedded sensors; google glass; gyroscope; head-mounted wearable device; heart rate; mean absolute error; physical exercise; physiological parameter estimation; physiological signal measurement; pulse rate extraction; respiratory rate extraction; DVD; Decision support systems; Ballistocardiogram (BCG); accelererometer; blood volume pulse (BVP); camera; daily life monitoring; gyroscope; head-mounted wearable device; heart rate; respiration rate;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Mobile Communication and Healthcare (Mobihealth), 2014 EAI 4th International Conference on
  • Conference_Location
    Athens
  • Type

    conf

  • DOI
    10.1109/MOBIHEALTH.2014.7015908
  • Filename
    7015908