Recycling cardiogenic artifacts in impedance pneumography


Journal Article

© 2019 Elsevier Ltd Purpose: Biomedical sensors often exhibit cardiogenic artifacts which, while distorting the signal of interest, carry useful hemodynamic information. We propose an algorithm to remove and extract hemodynamic information from these cardiogenic artifacts. Methods: We apply a nonlinear time-frequency analysis technique, the de-shape synchrosqueezing transform (dsSST), to adaptively isolate the high- and low-frequency components of a single-channel signal. We demonstrate this technique's effectiveness by removing and deriving hemodynamic information from the cardiogenic artifact in an impedance pneumography (IP). Results: The instantaneous heart rate is extracted, and the cardiac and respiratory signals are reconstructed. Conclusions: The dsSST is suitable for generating useful hemodynamic information from the cardiogenic artifact in a single-channel IP. We propose that the usefulness of the dsSST as a recycling tool extends to other biomedical sensors exhibiting cardiogenic artifacts.

Full Text

Duke Authors

Cited Authors

  • Lu, Y; Wu, HT; Malik, J

Published Date

  • May 1, 2019

Published In

Volume / Issue

  • 51 /

Start / End Page

  • 162 - 170

Electronic International Standard Serial Number (EISSN)

  • 1746-8108

International Standard Serial Number (ISSN)

  • 1746-8094

Digital Object Identifier (DOI)

  • 10.1016/j.bspc.2019.02.027

Citation Source

  • Scopus