Literature DB >> 25388880

A robust method for pulse peak determination in a digital volume pulse waveform with a wandering baseline.

Dae-Geun Jang, Umar Farooq, Seung-Hun Park, Minsoo Hahn.   

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.

Mesh:

Year:  2014        PMID: 25388880     DOI: 10.1109/TBCAS.2013.2295102

Source DB:  PubMed          Journal:  IEEE Trans Biomed Circuits Syst        ISSN: 1932-4545            Impact factor:   3.833


  2 in total

Review 1.  Photoplethysmogram Analysis and Applications: An Integrative Review.

Authors:  Junyung Park; Hyeon Seok Seok; Sang-Su Kim; Hangsik Shin
Journal:  Front Physiol       Date:  2022-03-01       Impact factor: 4.566

2.  Robust PPG Peak Detection Using Dilated Convolutional Neural Networks.

Authors:  Kianoosh Kazemi; Juho Laitala; Iman Azimi; Pasi Liljeberg; Amir M Rahmani
Journal:  Sensors (Basel)       Date:  2022-08-13       Impact factor: 3.847

  2 in total

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