Title :
Blind source separation of human body motion using direct conversion Doppler radar
Author :
Vergara, Alexander ; Petrochilos, Nicolas ; Boric-Lubecke, Olga ; Host-Madsen, Anders ; Lubecke, Victor
Author_Institution :
Department of Electrical Engineering, University of Hawai¿i at Manoa, Honolulu, 96822, USA
Abstract :
Direct conversion Doppler radar can provide remote non-invasive monitoring of cardio-pulmonary activity of human subjects. However, real world life signs monitoring requires real-time processing of data over long monitoring periods, during which it is unlikely that the subject can be expected to suppress other body motion. Measurement of cardiopulmonary motion of a human subject with extraneous subject movement in the field of view of a Doppler radar system is a complex problem. The use of multiple antennas and blind source separation signal processing techniques is a logical approach for monitoring humans in real world conditions. Described here is the successful separation of cardiopulmonary motion and hand motion for a single subject.
Keywords :
Blind source separation; Cardiology; Doppler radar; Frequency; Humans; MIMO; Radar detection; Radar scattering; Receiving antennas; Remote monitoring; Biomedical signal processing; Doppler measurements; Radar signal processing;
Conference_Titel :
Microwave Symposium Digest, 2008 IEEE MTT-S International
Conference_Location :
Atlanta, GA, USA
Print_ISBN :
978-1-4244-1780-3
Electronic_ISBN :
0149-645X
DOI :
10.1109/MWSYM.2008.4633306