• DocumentCode
    2585858
  • Title

    Unobstrusive heart rate and respiratory rate monitor embedded on a wheelchair

  • Author

    Postolache, Octavian ; Girão, Pedro Silva ; Mendes, Joaquim ; Postolache, Gabriela

  • Author_Institution
    Inst. de Telecomun., Lisbon, Portugal
  • fYear
    2009
  • fDate
    29-30 May 2009
  • Firstpage
    83
  • Lastpage
    88
  • Abstract
    A biomedical system embedded on a wheelchair able to measure heart rate, respiratory rate, and the wheelchair motion state is presented. A wireless multi-channel acquisition module is connected to a BCG (ballistocardiography) unit and to an inertial 3-axial MEMS accelerometer based unit. The sensing units are embedded on the seat and backrest of the wheelchair and the acquired data is transmitted through Wi-Fi connection to a remote processing unit expressed by a laptop PC. Considering the different motion situations of the wheelchair when utilized by the user, an important part of the work was focused on BCG noise and artifacts removal as well as to heart rate and respiratory rate accurate estimation from BCG signal using wavelet based filtering and ICA (Independent Component Analysis) algorithms. Experimental results for different scenarios of wheelchair utilization are included in the paper.
  • Keywords
    bioMEMS; cardiology; embedded systems; independent component analysis; intelligent sensors; patient monitoring; wireless LAN; Independent Component Analysis; MEMS accelerometer; Wi-Fi connection; artifacts removal; ballistocardiography; biomedical system; laptop PC; noise removal; respiratory rate monitor; unobstrusive heart rate monitor; wheelchair; Accelerometers; Biomedical measurements; Biomedical monitoring; Heart rate; Heart rate measurement; Independent component analysis; Micromechanical devices; Motion measurement; Wheelchairs; Wireless sensor networks; ballistocardiography; independent component analysis; unobtrusive sensors; wavelet decomposition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Medical Measurements and Applications, 2009. MeMeA 2009. IEEE International Workshop on
  • Conference_Location
    Cetraro
  • Print_ISBN
    978-1-4244-3598-2
  • Electronic_ISBN
    978-1-4244-3599-9
  • Type

    conf

  • DOI
    10.1109/MEMEA.2009.5167960
  • Filename
    5167960