DocumentCode :
2512192
Title :
Estimation of the respiratory component from ballistocardiography signal using adaptive interference cancellation
Author :
Wang, Xu ; Jiang, Fangfang ; Yang, Dan ; Liao, Yuan
Author_Institution :
Sch. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
fYear :
2011
fDate :
23-25 May 2011
Firstpage :
571
Lastpage :
574
Abstract :
Currently real-time heart rate and respiration monitoring is considered of major importance to be applied in the hospital and eventually at home. A new method for extracting respiratory signal from ballistocardiography, which is a completely non-invasive and unconstrained heart rate measurement method, is presented. We developed a system to detect ballistocardiography signal without subject´s awareness. And then the adaptive interference cancellation algorithm, which is able to enhance the common information and attenuate the uncorrelated noise, is applied to derive respiration component. This method was verified using about 1040 sets of 1-min long data collected from 20 healthy subjects. The ECG and nasal thermistor signals were recorded simultaneously as reference signal. The results showed that, compared with the reference data, the extracted pulse waveform was synchronized and the average error rate of quantitative assessment was feasible. The study shows that respiration can be derived under dynamic activities from ballistocardiography signal without significant differences from traditional methods.
Keywords :
electrocardiography; interference suppression; medical signal processing; patient monitoring; ECG; adaptive interference cancellation; ballistocardiography signal; heart rate measurement; nasal thermistor signals; pulse waveform; respiration monitoring; respiratory component; respiratory signal; Accuracy; Adaptive filters; Heart rate; Interference cancellation; Low pass filters; Noise; Rhythm; Adaptive interference cancellation; Ballistocardiography; Real-time monitoring; Respiratory component;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Decision Conference (CCDC), 2011 Chinese
Conference_Location :
Mianyang
Print_ISBN :
978-1-4244-8737-0
Type :
conf
DOI :
10.1109/CCDC.2011.5968246
Filename :
5968246
Link To Document :
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