Title :
Evaluation of wavelets for reduction of motion artifacts in photoplethysmographic signals
Author :
Raghuram, M. ; Madhav, K. Venu ; Krishna, E. Hari ; Reddy, K. Ashoka
Author_Institution :
Dept. of E & I Engg, Kakatiya Inst. of Technol. & Sci., Warangal, India
Abstract :
Photoplethysmographic (PPG) signals obtained at Red and Infrared wavelengths are utilized in pulse oximetry for estimation of arterial blood oxygen saturation (SpO2). Mostly inaccurate readings in a pulse oximeter arise when PPG signals are contaminated with motion artifacts (MA) due to the movement of patient and hence MA are a common cause of oximeter failure and loss of accuracy. This paper presents performance evaluation of different wavelets for the reduction of MA. Test results on the PPG signals recorded with frequently encountered artifacts (viz., horizontal, vertical and bending motions of finger) reveal that the estimated Spo2 values from MA reduced PPGs using different wavelets are very close to each other. In addition, the Daubechies wavelet interestingly kept the respiratory information intact while effectively removing the MA from PPG signals. Hence, the work establishes that the Daubechies wavelet is the most preferred wavelet for pulse oximetry applications.
Keywords :
blood vessels; medical signal processing; oximetry; oxygen; plethysmography; wavelet transforms; Daubechies wavelet; O2; PPG; arterial blood oxygen saturation; finger bending motion; finger horizontal motion; finger vertical motion; infrared wavelength; motion artifact reduction; photoplethysmography; pulse oximetry; red wavelength; Fingers; Motion artifact; PPG; Wavelet Transform;
Conference_Titel :
Information Sciences Signal Processing and their Applications (ISSPA), 2010 10th International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-7165-2
DOI :
10.1109/ISSPA.2010.5605443