DocumentCode
2490994
Title
Statistical approach for the detection of motion/noise artifacts in Photoplethysmogram
Author
Selvaraj, Nandakumar ; Mendelson, Yitzhak ; Shelley, Kirk H. ; Silverman, David G. ; Chon, Ki H.
Author_Institution
Dept. of Biomed. Eng., Worcester Polytech. Inst., Worcester, MA, USA
fYear
2011
fDate
Aug. 30 2011-Sept. 3 2011
Firstpage
4972
Lastpage
4975
Abstract
Motion and noise artifacts (MNA) have been a serious obstacle in realizing the potential of Photoplethysmogram (PPG) signals for real-time monitoring of vital signs. We present a statistical approach based on the computation of kurtosis and Shannon Entropy (SE) for the accurate detection of MNA in PPG data. The MNA detection algorithm was verified on multi-site PPG data collected from both laboratory and clinical settings. The accuracy of the fusion of kurtosis and SE metrics for the artifact detection was 99.0%, 94.8% and 93.3% in simultaneously recorded ear, finger and forehead PPGs obtained in a clinical setting, respectively. For laboratory PPG data recorded from a finger with contrived artifacts, the accuracy was 88.8%. It was identified that the measurements from the forehead PPG sensor contained the most artifacts followed by finger and ear. The proposed MNA algorithm can be implemented in real-time as the computation time was 0.14 seconds using Matlab®.
Keywords
biomechanics; entropy; mathematics computing; medical signal detection; medical signal processing; photoplethysmography; signal denoising; statistical analysis; MNA detection algorithm; Matlab; PPG signal; Shannon entropy; ear sensor; finger sensor; forehead PPG sensor; kurtosis; motion artifact; noise artifact; photoplethysmogram; real time monitoring; statistical approach; Accuracy; Ear; Fingers; Motion segmentation; Noise; Polynomials; Sensitivity; Motion and noise artifacts; Photoplethysmography; Shannon entropy; kurtosis; Algorithms; Artifacts; Data Interpretation, Statistical; Diagnosis, Computer-Assisted; Humans; Movement; Oxygen; Photoplethysmography; Reproducibility of Results; Sensitivity and Specificity;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location
Boston, MA
ISSN
1557-170X
Print_ISBN
978-1-4244-4121-1
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2011.6091232
Filename
6091232
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