• DocumentCode
    626713
  • Title

    Efficient implementation of real-time ECG derived respiration system using cubic spline interpolation

  • Author

    Shayei, Ali ; Ehsani, S.P. ; Shabany, Mahdi

  • Author_Institution
    Electr. Eng. Dept., Sharif Univ. of Technol., Tehran, Iran
  • fYear
    2013
  • fDate
    19-23 May 2013
  • Firstpage
    1083
  • Lastpage
    1086
  • Abstract
    Monitoring the respiratory signal is crucial in many medical applications. Traditional methods for the respiration measurement are normally based on measuring the volume of air inhaled and exhaled by lungs (like spirometer) or oxygen saturation in blood. However, these methods have numerous challenges including their high cost and not being accessible in some cases. In this paper, an algorithm for deriving the respiratory signal from ECG signal is proposed, which is based on other proposed algotithms. This algorithm uses the cubic spline interpolation (CSI) of R-waves in ECG to derive the respiratory signal. The CSI algorithm is made efficient with respect to ECG features in order to reduce the latency and the complexity of calculations. In addition, a hardware architecture for real-time and low-power processing is implemented. This architecture is synthesized using 180nm process and consumes 817μW. The FPGA tests are also performed on Xilinx Virtex-6 platform.
  • Keywords
    electrocardiography; field programmable gate arrays; interpolation; medical signal processing; splines (mathematics); CSI algorithm; ECG feature; ECG signal; FPGA test; R-waves; Xilinx Virtex-6 platform; cubic spline interpolation; hardware architecture; latency reduction; oxygen saturation; power 817 muW; real-time ECG derived respiration system; real-time low-power processing; respiration measurement; respiratory signal monitoring; size 180 nm; spirometer; Electrocardiography; Field programmable gate arrays; Hardware; Interpolation; Real-time systems; Silicon; Splines (mathematics);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems (ISCAS), 2013 IEEE International Symposium on
  • Conference_Location
    Beijing
  • ISSN
    0271-4302
  • Print_ISBN
    978-1-4673-5760-9
  • Type

    conf

  • DOI
    10.1109/ISCAS.2013.6572038
  • Filename
    6572038