TY - GEN
T1 - Respiratory sound analysis for continuous positive airway pressure machines
AU - Kaneshiro, Sungho
AU - Mitsukura, Yasue
AU - Hamada, Nozomu
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/7/18
Y1 - 2016/7/18
N2 - Continuous positive airway pressure (CPAP) is a typical medical treatment for obstructive sleep apnea syndrome. Without using a small CPAP machine which are patented, we aim to design a new technique using microphone array for measuring respiratory sounds. Hence, it is necessary to obtain effective features of respiratory sounds such as, inspiration, expiration, and snoring in order to supply appropriate pressure depending on the respiratory conditions of patients. Furthermore, it is often difficult to measure only respiratory sounds separately from other environmental sounds by the use of CPAP machine operation, for example, blowing sound of subjects should be eliminated for CPAP machine. As the first step, short-time Fourier transform is applied then we can compare the sound features of inspiration and expiration observed by the microphones. Some different features can be observed in the time-frequency magnitude spectrogram. From these results, the feasibility of using inspiration and expiration features independently in a prospective detection technique.
AB - Continuous positive airway pressure (CPAP) is a typical medical treatment for obstructive sleep apnea syndrome. Without using a small CPAP machine which are patented, we aim to design a new technique using microphone array for measuring respiratory sounds. Hence, it is necessary to obtain effective features of respiratory sounds such as, inspiration, expiration, and snoring in order to supply appropriate pressure depending on the respiratory conditions of patients. Furthermore, it is often difficult to measure only respiratory sounds separately from other environmental sounds by the use of CPAP machine operation, for example, blowing sound of subjects should be eliminated for CPAP machine. As the first step, short-time Fourier transform is applied then we can compare the sound features of inspiration and expiration observed by the microphones. Some different features can be observed in the time-frequency magnitude spectrogram. From these results, the feasibility of using inspiration and expiration features independently in a prospective detection technique.
KW - continuous positive airway pressure
KW - obstructive sleep apnea syndrome
KW - respiratory sounds
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U2 - 10.1109/CSPA.2016.7515809
DO - 10.1109/CSPA.2016.7515809
M3 - Conference contribution
AN - SCOPUS:84983534949
T3 - Proceeding - 2016 IEEE 12th International Colloquium on Signal Processing and its Applications, CSPA 2016
SP - 83
EP - 87
BT - Proceeding - 2016 IEEE 12th International Colloquium on Signal Processing and its Applications, CSPA 2016
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 12th IEEE International Colloquium on Signal Processing and its Applications, CSPA 2016
Y2 - 4 March 2016 through 6 March 2016
ER -