DocumentCode :
87678
Title :
A Robust Method for Pulse Peak Determination in a Digital Volume Pulse Waveform With a Wandering Baseline
Author :
Dae-Geun Jang ; Farooq, Umar ; Seung-Hun Park ; Minsoo Hahn
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Daejeon, South Korea
Volume :
8
Issue :
5
fYear :
2014
fDate :
Oct. 2014
Firstpage :
729
Lastpage :
737
Abstract :
This paper presents a robust method for pulse peak determination in a digital volume pulse (DVP) waveform with a wandering baseline. A proposed new method uses a modified morphological filter (MMF) to eliminate a wandering baseline signal of the DVP signal with minimum distortion and a slope sum function (SSF) with an adaptive thresholding scheme to detect pulse peaks from the baseline-removed DVP signal. Further in order to cope with over-detected and missed pulse peaks, knowledge based rules are applied as a postprocessor. The algorithm automatically adjusts detection parameters periodically to adapt to varying beat morphologies and fluctuations. Compared with conventional methods (highpass filtering, linear interpolation, cubic spline interpolation, and wavelet adaptive filtering), our method performs better in terms of the signal-to-error ratio, the computational burden (0.125 seconds for one minute of DVP signal analysis with the Intel Core 2 Quad processor @ 2.40 GHz PC), the true detection rate (97.32% with an acceptance level of 4 ms ) as well as the normalized error rate (0.18%). In addition, the proposed method can detect true positions of pulse peaks more accurately and becomes very useful for pulse transit time (PTT) and pulse rate variability (PRV) analyses.
Keywords :
bioelectric potentials; distortion; medical signal detection; medical signal processing; adaptive thresholding scheme; beat fluctuation variation; beat morphology variation; cubic spline interpolation methods; digital volume pulse waveform; distortion; highpass filtering methods; linear interpolation methods; modified morphological filter; pulse peak determination; pulse rate variability analysis; pulse transit time analysis; signal-to-error ratio; slope sum function; time 0.125 s; time 1 min; time 4 ms; wandering baseline signal; wavelet adaptive filtering methods; Heart rate; Interpolation; Morphology; Noise; Robustness; Splines (mathematics); Wavelet transforms; Baseline wander; digital volume pulse; morphological filter; peak determination; slope sum function;
fLanguage :
English
Journal_Title :
Biomedical Circuits and Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1932-4545
Type :
jour
DOI :
10.1109/TBCAS.2013.2295102
Filename :
6730966
Link To Document :
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