DocumentCode
2233789
Title
Use of spectral estimation methods for computation of SpO2 from artifact reduced PPG signals
Author
Ram, M. Raghu ; Madhav, K.V. ; Krishna, E. Hari ; Reddy, K. Nagarjuna ; Reddy, K. Ashoka
Author_Institution
Dept. of E&I Eng., Kakatiya Inst. of Technol. & Sci., Warangal, India
fYear
2011
fDate
22-24 Sept. 2011
Firstpage
431
Lastpage
436
Abstract
Arterial blood oxygen saturation (SpO2) is effectively measured by the pulse oximeter. The common cause of pulse oximeter failure, in error- free SpO2 estimation, is motion artifact (MA) corruption in the detected PPG signals. For a reliable and a low failure rate SpO2 estimation, 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 time domain analysis and particularly the Blackman-Tukey 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
medical signal processing; oximetry; photoplethysmography; time-domain analysis; wavelet transforms; Blackman-Tukey based SpO2 estimation; Daubechies wavelet based method; SpO2 computation; arterial blood oxygen saturation; artifact-free PPG signals; motion artifact corruption; nonparametric spectral estimation methods; pulse oximeter; time domain analysis; Blood; Discrete wavelet transforms; Estimation; Time frequency analysis; Wavelet analysis; Motion artifact; PPG; Spectral Estimation; Wavelet Transform;
fLanguage
English
Publisher
ieee
Conference_Titel
Recent Advances in Intelligent Computational Systems (RAICS), 2011 IEEE
Conference_Location
Trivandrum
Print_ISBN
978-1-4244-9478-1
Type
conf
DOI
10.1109/RAICS.2011.6069349
Filename
6069349
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