Title :
Adaptive Filter Processing in Microwave Remote Heart Monitors
Author :
Byrne, W. ; Flynn, P. ; Zapp, R. ; Siegel, M.
Author_Institution :
Department of Electrical Engineering and Systems Science, Michigan State University
fDate :
7/1/1986 12:00:00 AM
Abstract :
This commmunication describes some current applications tions of adaptive filtering to the processing of microwave Doppler signals for heart rate monitoring. The problem has been approached in the past using signal processing techniques such as peak detection or autocorrelation. These methods either require large amounts of data or tend to be unreliable. This communication utilizes some recent techniques used in speech processing and applies them to heartbeat detection, thus allowing on-line processing of sampled microwave heart signals. The presentation includes a model for the signal, brief discussions of the algorithms evaluated, and qualitative analysis of performance compared to EKG measurements.
Keywords :
Adaptive filters; Adaptive signal processing; Autocorrelation; Heart beat; Heart rate; Heart rate measurement; Microwave communication; Remote monitoring; Signal processing; Speech processing; Heart Rate; Humans; Microwaves; Monitoring, Physiologic;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.1986.325763