DocumentCode :
3607600
Title :
Multiple Spectral Peak Tracking for Heart Rate Monitoring from Photoplethysmography Signal During Intensive Physical Exercise
Author :
Lakshminarasimha Murthy, Navaneet K. ; Madhusudana, Pavan C. ; Suresha, Pradyumna ; Periyasamy, Vijitha ; Ghosh, Prasanta Kumar
Author_Institution :
Dept. of Electr. & Electron. Eng., Nat. Inst. of Technol. Karnataka, Mangalore, India
Volume :
22
Issue :
12
fYear :
2015
Firstpage :
2391
Lastpage :
2395
Abstract :
We propose a multiple initialization based spectral peak tracking (MISPT) technique for heart rate monitoring from photoplethysmography (PPG) signal. MISPT is applied on the PPG signal after removing the motion artifact using an adaptive noise cancellation filter. MISPT yields several estimates of the heart rate trajectory from the spectrogram of the denoised PPG signal which are finally combined using a novel measure called trajectory strength. Multiple initializations help in correcting erroneous heart rate trajectories unlike the typical SPT which uses only single initialization. Experiments on the PPG data from 12 subjects recorded during intensive physical exercise show that the MISPT based heart rate monitoring indeed yields a better heart rate estimate compared to the SPT with single initialization. On the 12 datasets MISPT results in an average absolute error of 1.11 BPM which is lower than 1.28 BPM obtained by the state-of-the-art online heart rate monitoring algorithm.
Keywords :
medical signal processing; patient monitoring; photoplethysmography; signal denoising; adaptive noise cancellation filter; heart rate monitoring; intensive physical exercise; motion artifact removal; multiple initialization based spectral peak tracking technique; multiple spectral peak tracking; photoplethysmography signal; Estimation; Heart rate; Monitoring; Noise cancellation; Photoplethysmography; Signal processing algorithms; Trajectory; Adaptive noise cancellation; heart rate monitoring; spectral peak tracking;
fLanguage :
English
Journal_Title :
Signal Processing Letters, IEEE
Publisher :
ieee
ISSN :
1070-9908
Type :
jour
DOI :
10.1109/LSP.2015.2486681
Filename :
7289363
Link To Document :
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