Title :
New Approach on Cardiac Autonomic Control Estimation Based on BCG Processing
Author :
Postolache, O. ; Girão, P.S. ; Postolache, G.
Author_Institution :
Instrum. & Meas. Group Inst. of Telecomun., Lisbon
Abstract :
The work presents a biomedical instrument for unobtrusive heart rate variability measurement, using ballistocardiographyc (BCG) signal based on electromechanical film sensors (EMFi sensor). The ballistocardiogram acquired signals from subjects sitting on a chair is processed in order to improve its signal-to-noise ratio (SNR) using adaptive neuronal network filtering. The accuracy of beat-to-beat intervals detection using ballistocardiography was tested by comparing the heart rate obtained by simultaneously monitoring the electrocardiogram (EKG) and pulse frequency in young healthy subjects. The results show no statistically relevant differences between the heart rate obtained by BCG in comparison with EKG and pulse frequency measurement. By including wavelet analysis of the heart rate variability (HRV), the prototype system permits a more natural lifestyle monitoring of physiological parameters.
Keywords :
adaptive filters; biocontrol; biomedical equipment; biomedical measurement; cardiology; filtering theory; medical signal processing; neural nets; patient monitoring; signal denoising; virtual instrumentation; wavelet transforms; BCG processing; adaptive neuronal network filtering; ballistocardiographyc signal; beat-to-beat interval detection; biomedical instrument; cardiac autonomic control estimation; electromechanical film sensors; signal-to-noise ratio; unobtrusive heart rate variability measurement; wavelet analysis; Adaptive systems; Biological neural networks; Biomedical measurements; Biosensors; Electromechanical sensors; Heart rate; Heart rate measurement; Heart rate variability; Signal processing; Signal to noise ratio;
Conference_Titel :
Electrical and Computer Engineering, 2007. CCECE 2007. Canadian Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
1-4244-1020-7
Electronic_ISBN :
0840-7789
DOI :
10.1109/CCECE.2007.224