Title :
Fuzzy logic approach to respiration detection by air pressure sensor
Author :
Ho, Kiyotaka ; Tsuchiya, Naoki ; Nakajima, Hiroshi ; Kuramoto, Kei ; Kobashi, Syoji ; Hata, Yutaka
Author_Institution :
Grad. Sch. of Eng., Univ. of Hyogo, Himeji, Japan
Abstract :
This paper describes a method for a respiratory rate monitoring system by an air pressure sensor. By using this sensor, we propose a detection method of a respiratory rate for human in bed by fuzzy logic. Our method was examined on four healthy volunteers. We successfully detected the respiratory rate and the time of apnea state. In our method, fuzzy logic plays a primary role in the detection of respiratory points. The experimental results showed that the error ratio of respiratory rate was 1.3% and the error of time of apnea state was 1.1 seconds. Consequently, this system can noninvasively detect the respiratory rate and the time of apnea state by using an unconstrained device.
Keywords :
fuzzy logic; medical computing; medical disorders; patient monitoring; pneumodynamics; pressure sensors; air pressure sensor; apnea state; fuzzy logic approach; human respiratory rate monitoring system; respiration detection; sleep disorder; Fuzzy logic;
Conference_Titel :
Fuzzy Systems, 2009. FUZZ-IEEE 2009. IEEE International Conference on
Conference_Location :
Jeju Island
Print_ISBN :
978-1-4244-3596-8
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2009.5277124