• DocumentCode
    3380655
  • Title

    Computation of SpO2 using non-parametric spectral estimation methods from wavelet based motion artifact reduced PPG signals

  • Author

    Ram, M. Raghu ; Madhav, K.V. ; Krishna, E. Hari ; Reddy, Katta Narasimha ; Reddy, K. Ashoka

  • Author_Institution
    Dept. of E&I Eng., Kakatiya Inst. of Technol. & Sci., Warangal, India
  • fYear
    2011
  • fDate
    21-22 July 2011
  • Firstpage
    776
  • Lastpage
    780
  • Abstract
    A pulse oximeter measures the arterial blood oxygen saturation (SpO2). The common cause of oximeter failure in computing error- free SpO2 is motion artifact (MA) corruption in the detected PPG signals. In order to have a low failure rate, the pulse oximeters must be provided with a clean artifact-free PPG signals with clearly separable DC and AC parts from which the SpO2 is computed in time domain. In this paper, we present non parametric spectral estimation methods for computing SpO2. The PPG signals recorded with frequently encountered artifacts (bending, vertical and horizontal motions of finger) were used for validation of the proposed methods. Experimental results revealed that the non-parametric spectral estimation methods are as accurate as the computed values of time domain analysis and the Welch based SpO2 estimation out performed other non parametric methods. Further, the Daubechies wavelet based method efficiently reduced motion artifacts restoring all the morphological features of the PPG signals.
  • Keywords
    biochemistry; bioelectric potentials; biomechanics; blood; blood vessels; haemodynamics; medical signal processing; oxygen; photoplethysmography; Daubechies wavelet based method; O2; PPG signal; Welch based SpO2 estimation; arterial blood oxygen saturation; bending artifact; finger motion artifact; motion artifact corruption; nonparametric spectral estimation; oximeter failure; pulse oximeter; time domain analysis; wavelet based motion artifact; Blood; Estimation; Signal processing; Time frequency analysis; Wavelet analysis; Wavelet transforms; Motion artifact; PPG; Spectral Estimation; Wavelet Transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, Communication, Computing and Networking Technologies (ICSCCN), 2011 International Conference on
  • Conference_Location
    Thuckafay
  • Print_ISBN
    978-1-61284-654-5
  • Type

    conf

  • DOI
    10.1109/ICSCCN.2011.6024656
  • Filename
    6024656