Respiratory sound analysis for continuous positive airway pressure machines

Sungho Kaneshiro, Y. Mitsukura, N. Hamada
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引用次数: 2

Abstract

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.
连续气道正压机的呼吸声分析
持续气道正压通气(CPAP)是治疗阻塞性睡眠呼吸暂停综合征的典型方法。我们的目标是在不使用小型专利CPAP机器的情况下,设计一种使用麦克风阵列测量呼吸声音的新技术。因此,有必要获得吸气、呼气、打鼾等呼吸音的有效特征,以便根据患者的呼吸情况提供适当的压力。此外,通过使用CPAP机器操作,通常难以单独测量呼吸声和其他环境声,例如CPAP机器应消除受试者的吹风声。第一步采用短时傅里叶变换,比较麦克风观察到的吸气和呼气的声音特征。在时频幅度谱图中可以观察到一些不同的特征。从这些结果来看,在前瞻性检测技术中单独使用吸气和呼气特征的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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