Title :
Noncontact screening system with two microwave radars for the diagnosis of sleep apnea-hypopnea syndrome
Author :
Kagawa, Masayuki ; Ueki, Kimitake ; Tojima, Hirokazu ; Matsui, Takashi
Author_Institution :
Fac. of Syst. Design, Tokyo Metropolitan Univ., Tokyo, Japan
Abstract :
There were two key problems in applying Doppler radar to a diagnosis system for sleep apnea-hypopnea syndrome. The first is noise associated with body movements and the second is the body positions in bed and the changes of the sleeping posture. We focused on the changes of the amplitude of the radar output signal corresponding to the changes in the tidal volume, and proposed a method of detecting the change of the respiratory amplitude value without the influence of body position in bed. In addition, we challenged the detection of the apnea-hypopnea event confirmed by accompanied rise of heart rates. To increase the accuracy of heart rate measurement, we propose a new automatic gain control and a real-time radar-output channel selection method based on a spectrum shape analysis. A prototype of the system was set up at a sleep disorder center in a hospital and field tests were carried out with eight subjects. Despite the subjects engaging in frequent body movements while sleeping, the system was quite effective in the diagnosis of sleep apnea-hypopnea syndrome (the correlation coefficient r = 0.98).
Keywords :
Doppler measurement; biomechanics; biomedical measurement; cardiology; medical disorders; microwave measurement; patient diagnosis; pneumodynamics; sleep; Doppler radar; automatic gain control; body movements; body positions; correlation coefficient; heart rate measurement; microwave radars; noncontact screening system; real-time radar-output channel selection method; respiratory amplitude value; sleep apnea-hypopnea syndrome diagnosis; sleeping posture; spectrum shape analysis; tidal volume; Correlation coefficient; Doppler radar; Gain control; Heart beat; Sleep apnea;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
DOI :
10.1109/EMBC.2013.6609935