DocumentCode :
2505360
Title :
A tolerant algorithm for cardiac pulses characterization in ballistocardiography signals in a non-invasive system
Author :
Hernandez, Oscar ; Ramirez, Carlos ; Villeda, Julio
fYear :
2011
fDate :
28-30 June 2011
Firstpage :
465
Lastpage :
468
Abstract :
A variety of signal processing methods have been developed for detecting the heartbeat from signals obtained by non-invasive devices. In this paper, an algorithm developed for the accurate detection of heartbeats from a ballistocardiography signal is presented. The signal is obtained using a regular chair adapted with Electro-Mechanical Film (EMFi) sensors and an acquisition system, so a ballistocardiogram is generated. The presence of important disturbances in this type of signal is unavoidable due to several natural causes; therefore, its processing involves significant difficulties to be tackled in order to obtain reliable lectures of the heartbeat. The algorithm presented here performs consistently well, showing a very low error rate, even if the signal contains significant noise.
Keywords :
biomechanics; biomedical equipment; biomedical measurement; cardiology; data acquisition; electromechanical effects; medical signal detection; medical signal processing; thin film sensors; EMFi sensors; accurate heartbeat detection; acquisition system; ballistocardiography signals; cardiac pulses characterization algorithm; electromechanical film sensors; noninvasive ballistocardiography system; signal processing methods; Conferences; Heart beat; Noise; Sensor systems; Signal processing algorithms; BCG signals; EMFi sensors; cardiac pulse detection; heart rate; heartbeat; non-invasive systems; signal processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Statistical Signal Processing Workshop (SSP), 2011 IEEE
Conference_Location :
Nice
ISSN :
pending
Print_ISBN :
978-1-4577-0569-4
Type :
conf
DOI :
10.1109/SSP.2011.5967733
Filename :
5967733
Link To Document :
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