Title :
Noncontact Millimeter-Wave Real-Time Detection and Tracking of Heart Rate on an Ambulatory Subject
Author :
Mikhelson, I.V. ; Lee, P. ; Bakhtiari, S. ; Elmer, T.W. ; Katsaggelos, A.K. ; Sahakian, A.V.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Northwestern Univ., Evanston, IL, USA
Abstract :
This paper presents a solution to an aiming problem in the remote sensing of vital signs using an integration of two systems. The problem is that to collect meaningful data with a millimeter-wave sensor, the antenna must be pointed very precisely at the subject´s chest. Even small movements could make the data unreliable. To solve this problem, we attached a camera to the millimeter-wave antenna, and mounted this combined system on a pan/tilt base. Our algorithm initially finds a subject´s face and then tracks him/her through subsequent frames, while calculating the position of the subject´s chest. For each frame, the camera sends the location of the chest to the pan/tilt base, which rotates accordingly to make the antenna point at the subject´s chest. This paper presents a system for concurrent tracking and data acquisition with results from some sample scenarios.
Keywords :
cardiovascular system; millimetre wave antennas; patient monitoring; aiming problem; ambulatory subject; heart rate tracking; millimeter wave antenna; millimeter wave sensor; noncontact millimeter wave real time detection; remote sensing; vital signs; Antennas; Cameras; Detectors; Electrocardiography; Face; Heart beat; Tracking; Heart rate; human tracking; millimeter wave; patient monitoring; remote sensing; Adult; Algorithms; Female; Heart Rate; Humans; Image Processing, Computer-Assisted; Male; Middle Aged; Monitoring, Ambulatory; Thorax; Video Recording;
Journal_Title :
Information Technology in Biomedicine, IEEE Transactions on
DOI :
10.1109/TITB.2012.2204760