DocumentCode :
3117956
Title :
On the Performance of Wavelets in Reducing Motion Artifacts from Photoplethysmographic Signals
Author :
Raghuram, M. ; Madhav, K.V. ; Krishna, E. Hari ; Reddy, K. Ashoka
Author_Institution :
Dept. of E & I Engg, Kakatiya Inst. of Technol. & Sci., Warangal, India
fYear :
2010
fDate :
18-20 June 2010
Firstpage :
1
Lastpage :
4
Abstract :
In a pulse oximeter, clean artifact-free photoplethysmographic (PPG) signals with clearly separable DC and AC parts are necessary for error-free estimation of arterial oxygen saturation (SpO2). Motion artifacts (MA) introduced in the PPG signals due to the movement of a patient result in a significant error in the readings of pulse oximeters and hence are a common cause of oximeter failure and loss of accuracy. In this paper, we present a comparative analysis of using different wavelets for the case of MA reduction from corrupted PPG signals. PPG signals with frequently encountered artifacts (horizontal, vertical and bending motions of finger) were recorded from the subjects and processed with different wavelets. Simulation results and statistical analysis revealed that the Daubechies wavelet performed well for obtaining clean motion artifact-free PPG signal. Interestingly, the wavelet based method proved to be efficient in reducing MA restoring the respiratory information in tact with the PPG.
Keywords :
blood vessels; medical signal processing; plethysmography; wavelet transforms; Daubechies wavelet; PPG signal; arterial oxygen saturation; error free estimation; motion artifact reduction; photoplethysmographic signal; pulse oximeter; Blood; Independent component analysis; Motion analysis; Noise cancellation; Noise reduction; Parameter estimation; Pulse measurements; Signal analysis; Signal processing; Wavelet analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
Conference_Location :
Chengdu
ISSN :
2151-7614
Print_ISBN :
978-1-4244-4712-1
Electronic_ISBN :
2151-7614
Type :
conf
DOI :
10.1109/ICBBE.2010.5516291
Filename :
5516291
Link To Document :
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