Original title: Respiratory Rate Estimation From Ecg And Ppg Signals Via Continuouswavelet Transfor
Authors: Sikorova, Pavlina
Document type: Papers
Language: cze
Publisher: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií
Abstract: In this paper, a novel approach to estimate the respiratory rate from ECG and PPG signalsis proposed. The respiration signal is extracted from both signals using the continuous wavelettransform and the rate is estimated in time as well as frequency domain. Subsequent fusion of differentapproaches provides the result more robust. Designed algorithm predicts the breathing frequencywith the mean absolute error of 0.96 breaths per minute.
Keywords: BIDMC; continuous wavelet transform; ECG; PPG; respiratory rate
Host item entry: Proceedings I of the 27st Conference STUDENT EEICT 2021: General papers, ISBN 978-80-214-5942-7

Institution: Brno University of Technology (web)
Document availability information: Fulltext is available in the Brno University of Technology Digital Library.
Original record: http://hdl.handle.net/11012/200731

Permalink: http://www.nusl.cz/ntk/nusl-447776


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