Kang Sun, Lee Yonggu, Lim Young-Hyo, Park Hyun-Kyung, Cho Sung Ho, Cho Seok Hyun
Department of Electronics and Computer Engineering, Hanyang University, 222- Wangsimni-ro, Seongdong-gu, Seoul, 04763, South Korea.
Division of Cardiology, Department of Internal medicine, College of Medicine, Hanyang University, Seoul, Republic of Korea.
Sleep Breath. 2020 Sep;24(3):841-848. doi: 10.1007/s11325-019-01908-1. Epub 2019 Aug 10.
Polysomnography (PSG) is a standard diagnostic test for obstructive sleep apnea (OSA). However, PSG requires many skin-contacted sensors to monitor vital signs of patients, which may also hamper patients' sleep. Because impulse-radio ultra-wideband (IR-UWB) radar can detect the movements of heart and lungs without contact, it may be utilized for vital sign monitoring during sleep. Therefore, we aimed to verify the accuracy and reliability of the breathing rate (BR) and the heart rate (HR) measured by IR-UWB radar.
Data acquisition with PSG and IR-UWB radar was performed simultaneously in 6 healthy volunteers and in 15 patients with suspected OSA. Subjects were divided into 4 groups (normal, mild OSA, moderate OSA, and severe OSA) according to the apnea-hypopnea index (AHI). BRs and HRs obtained from the radar using a software algorithm were compared with the BRs (chest belt) and the HRs (electrocardiography) obtained from the PSG.
In normal and in mild OSA, BRs (intraclass correlation coefficients R [ICCR] 0.959 [0.956-0.961] and 0.957 [0.955-0.960], respectively) and HRs ([ICCR] 0.927 [0.922-0.931] and 0.926 [0.922-0.931], respectively) measured in the radar showed excellent agreement with those measured in PSG. In moderate and severe OSA, BRs ([ICCR] 0.957 [0.956-0.959] and 0.873 [0.864-0.882], respectively) and HRs ([ICCR] 0.907 [0.904-0.910] and 0.799 [0.784-0.812], respectively) from the two methods also agreed well.
The IR-UWB radar could accurately measure BRs and HRs in sleeping patients with OSA. Therefore, IR-UWB radar may be utilized as a cardiopulmonary monitor during sleep.
多导睡眠图(PSG)是阻塞性睡眠呼吸暂停(OSA)的标准诊断测试。然而,PSG需要许多与皮肤接触的传感器来监测患者的生命体征,这也可能会妨碍患者的睡眠。由于脉冲无线电超宽带(IR-UWB)雷达可以在不接触的情况下检测心脏和肺部的运动,因此它可用于睡眠期间的生命体征监测。因此,我们旨在验证IR-UWB雷达测量的呼吸率(BR)和心率(HR)的准确性和可靠性。
在6名健康志愿者和15名疑似OSA患者中同时进行PSG和IR-UWB雷达的数据采集。根据呼吸暂停低通气指数(AHI)将受试者分为4组(正常、轻度OSA、中度OSA和重度OSA)。使用软件算法从雷达获得的BR和HR与从PSG获得的BR(胸带)和HR(心电图)进行比较。
在正常和轻度OSA中,雷达测量的BR(组内相关系数R [ICCR]分别为0.959 [0.956 - 0.961]和0.957 [0.955 - 0.960])和HR([ICCR]分别为0.927 [0.922 - 0.931]和0.926 [0.922 - 0.931])与PSG测量的结果显示出极好的一致性。在中度和重度OSA中,两种方法的BR([ICCR]分别为0.957 [0.956 - 0.959]和0.873 [0.864 - 0.882])和HR([ICCR]分别为0.907 [0.904 - 0.910]和0.799 [0.784 - 0.812])也吻合良好。
IR-UWB雷达可以准确测量OSA睡眠患者的BR和HR。因此,IR-UWB雷达可作为睡眠期间的心肺监测器。