Title :
Touch-less heartbeat detection and measurement-based cardiopulmonary modeling
Author :
Obeid, D. ; Sadek, S. ; Zaharia, G. ; El Zein, G.
Author_Institution :
IETR, INSA Rennes, Rennes, France
fDate :
Aug. 31 2010-Sept. 4 2010
Abstract :
This paper presents a system for touch-less heartbeat detection and a cardiopulmonary signal modeling approach. Using a vector network analyzer, a microwave system is tested for the detection of the heartbeat signal at a distance of 1 m from a person. The proposed system shows the ability of detecting the heartbeat signals with the possibility of tuning both frequency and power. Measurements are performed at 2.4, 5.8, 10, 16, and 60 GHz, as well as at different power levels between 0 and -27 dBm. Based on measurements performed for both respiration and heart beatings, a model of the measured signals representing the cardiopulmonary activity is presented. The heartbeat rate and the heart rate variability are extracted from the modeling signal using wavelet and classic filters, for SNR between 0 and -20 dB.
Keywords :
cardiology; haemodynamics; medical signal detection; medical signal processing; microwave measurement; network analysers; pneumodynamics; cardiopulmonary modeling; cardiopulmonary signal modeling; distance 1 m; frequency 10 GHz; frequency 16 GHz; frequency 2.4 GHz; frequency 5.8 GHz; frequency 60 GHz; heartbeat signal detection; loss 0 dB to 27 dB; microwave system; respiration; touchless heartbeat detection; touchless heartbeat measurement; vector network analyzer; Cardiology; Heart beat; Heart rate variability; Mathematical model; Microwave filters; Signal to noise ratio; Wavelet transforms; Adult; Algorithms; Computer Simulation; Diagnosis, Computer-Assisted; Electrocardiography, Ambulatory; Heart; Heart Rate; Humans; Microwaves; Models, Cardiovascular; Reproducibility of Results; Respiratory Mechanics; Sensitivity and Specificity;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5627214