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A screening method based on amplitude probability distribution analysis for detecting the disordered breathing using microwave radar respiration signals

机译:一种基于幅度概率分布分布的筛选方法,用于使用微波雷达呼吸信号检测无序呼吸

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In order to diagnose sleep apnea-hypopnoea syndrome (SAHS) automatically without using contact-type sensors, we developed a non-contact screening method using amplitude probability (AP) of a compact microwave radar output amplitude which corresponds to respiratory chest movements. We conducted non-contact respiration monitoring of elderly subjects in bed using dual 24-GHz microwave radars attached beneath mattress of a bed. The respiration amplitudes of SAHS patients fluctuate while asleep. AP means a probability of respiration amplitudes falling below a threshold level (%RMS of radar output amplitude). In order to assess the efficacy of this screening method, we tested on 14 elderly non-SAHS subjects and four elderly SAHS subjects (88.0 ± 9.9 years) at a nursing home. The proposed method achieved 100% sensitivity when we set AP and %RMS, 0.3 and 50, respectively.
机译:为了在不使用接触式传感器的情况下自动诊断睡眠呼吸暂停症综合征(SAHS),我们开发了一种使用紧凑型微波雷达输出幅度的幅度概率(AP)的非接触式筛选方法,这对应于呼吸胸部运动。我们使用连接床垫下方的双24-GHz微波雷达在床上进行了非接触式呼吸监测。 SAHS患者的呼吸幅度在睡着时波动。 AP表示呼吸幅度低于阈值水平的概率(雷达输出幅度的%RMS)。为了评估该筛查方法的疗效,我们在一名疗养院的14名老年人非SAHS科目和四名老年人萨赫斯(88.0±9.9岁)上进行了测试。当我们分别设置AP和%RMS,0.3和50时,所提出的方法达到了100%的灵敏度。

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