Respiratory sound analysis for continuous positive airway pressure machines

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...

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Main Authors: Kaneshiro, S., Mitsukura, Y., Hamada, N.
Format: Conference or Workshop Item
Published: Institute of Electrical and Electronics Engineers Inc. 2016
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Online Access:http://eprints.utm.my/id/eprint/73134/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84983534949&doi=10.1109%2fCSPA.2016.7515809&partnerID=40&md5=6450e81882382c0e1e6567e15b888ff9
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spelling my.utm.731342017-11-29T23:58:39Z http://eprints.utm.my/id/eprint/73134/ Respiratory sound analysis for continuous positive airway pressure machines Kaneshiro, S. Mitsukura, Y. Hamada, N. T Technology (General) 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. Institute of Electrical and Electronics Engineers Inc. 2016 Conference or Workshop Item PeerReviewed Kaneshiro, S. and Mitsukura, Y. and Hamada, N. (2016) Respiratory sound analysis for continuous positive airway pressure machines. In: 12th IEEE International Colloquium on Signal Processing and its Applications, CSPA 2016, 4 March 2016 through 6 March 2016, Melaka; Malaysia. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84983534949&doi=10.1109%2fCSPA.2016.7515809&partnerID=40&md5=6450e81882382c0e1e6567e15b888ff9
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic T Technology (General)
spellingShingle T Technology (General)
Kaneshiro, S.
Mitsukura, Y.
Hamada, N.
Respiratory sound analysis for continuous positive airway pressure machines
description 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.
format Conference or Workshop Item
author Kaneshiro, S.
Mitsukura, Y.
Hamada, N.
author_facet Kaneshiro, S.
Mitsukura, Y.
Hamada, N.
author_sort Kaneshiro, S.
title Respiratory sound analysis for continuous positive airway pressure machines
title_short Respiratory sound analysis for continuous positive airway pressure machines
title_full Respiratory sound analysis for continuous positive airway pressure machines
title_fullStr Respiratory sound analysis for continuous positive airway pressure machines
title_full_unstemmed Respiratory sound analysis for continuous positive airway pressure machines
title_sort respiratory sound analysis for continuous positive airway pressure machines
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2016
url http://eprints.utm.my/id/eprint/73134/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84983534949&doi=10.1109%2fCSPA.2016.7515809&partnerID=40&md5=6450e81882382c0e1e6567e15b888ff9
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score 13.160551