Title :
Non-contact cardiopulmonary monitoring algorithm for a 24 GHz Doppler radar
Author :
Birsan, N. ; Munteanu, D.-P.
Author_Institution :
Mil. Tech. Acad., Bucharest, Romania
fDate :
Aug. 28 2012-Sept. 1 2012
Abstract :
The paper presents the particularities of using a Doppler radar in the 24 GHz band for non-contact cardiopulmonary monitoring. To separate heart beat from respiration we looked for a pattern in time-frequency domain instead of trying to extract directly the distance from phase observation in the baseband signal. By selecting the proper components from the Gabor transform prior expansion we obtained good accuracy for heart beat and respiration rates. Also, with minor correction in frequency, the algorithm leads to usable heartbeat waveform, opening new doors for further information extraction.
Keywords :
Doppler radar; electrocardiography; feature extraction; medical signal processing; patient monitoring; pneumodynamics; time-frequency analysis; waveform analysis; Doppler radar; Gabor transform prior expansion; baseband signal; electrocardiogram; frequency 24 GHz; heart beat; heartbeat waveform; information extraction; noncontact cardiopulmonary monitoring algorithm; phase observation; respiration; time-frequency domain pattern; Doppler radar; Heart beat; Heart rate variability; Monitoring; Signal processing algorithms; Time frequency analysis; Algorithms; Heart Rate; Humans; Respiration; Vital Signs;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6346652