Title :
Motion Artifact Reduction in Photoplethysmographic Signals using Singular Value Decomposition
Author :
Reddy, K. Ashoka ; Kumar, V. Jagadeesh
Author_Institution :
IIT Madras, Chennai
Abstract :
Artifact free photoplethysmographic (PPG) signals, obtained with red and infrared (IR) optical sources and detectors are necessary for non-invasive estimation of oxygen saturation (SpO2) in arterial blood. Movement of a patient corrupts the PPGs with motion artifacts, resulting in large errors in the computation of SpO2. This paper presents a novel singular value decomposition (SVD) based method to reduce motion artifacts from corrupted PPG signals. Test results on a prototype incorporating the proposed SVD technique show that stable and reliable SpO2 measurement is achieved even when PPGs are distorted by motion artifacts, thus establishing the efficacy of the proposed method.
Keywords :
bio-optics; blood; oximetry; arterial blood; infrared optical sources; motion artifact reduction; noninvasive estimation; oxygen saturation; photoplethysmographic signals; singular value decomposition; Blood; Distortion measurement; Infrared detectors; Motion measurement; Optical detectors; Optical distortion; Optical saturation; Prototypes; Singular value decomposition; Testing; Biomedical signal processing; Motion artifact; Oxygen saturation; Photoplethysmograph; Pulse oximeter; Singular value decomposition;
Conference_Titel :
Instrumentation and Measurement Technology Conference Proceedings, 2007. IMTC 2007. IEEE
Conference_Location :
Warsaw
Print_ISBN :
1-4244-0588-2
DOI :
10.1109/IMTC.2007.379467