Department of Electronics and Computer Engineering, College of Engineering, Hanyang University, 222 Wangsimni-ro, Sungdong-gu, Seoul, 04763, Republic of Korea.
Division of Cardiology, Department of Internal Medicine, College of Medicine, Hanyang University, 222 Wangsimni-ro, Sungdong-gu, Seoul, 04763, Republic of Korea.
Sci Rep. 2021 Dec 8;11(1):23602. doi: 10.1038/s41598-021-03069-2.
Recently, noncontact vital sign monitors have attracted attention because of issues related to the transmission of contagious diseases. We developed a real-time vital sign monitor using impulse-radio ultrawideband (IR-UWB) radar with embedded processors and software; we then evaluated its accuracy in measuring heart rate (HR) and respiratory rate (RR) and investigated the factors affecting the accuracy of the radar-based measurements. In 50 patients visiting a cardiology clinic, HR and RR were measured using IR-UWB radar simultaneously with electrocardiography and capnometry. All patients underwent HR and RR measurements in 2 postures-supine and sitting-for 2 min each. There was a high agreement between the RR measured using radar and capnometry (concordance correlation coefficient [CCC] 0.925 [0.919-0.926]; upper and lower limits of agreement [LOA], - 2.21 and 3.90 breaths/min). The HR measured using radar was also in close agreement with the value measured using electrocardiography (CCC 0.749 [0.738-0.760]; upper and lower LOA, - 12.78 and 15.04 beats/min). Linear mixed effect models showed that the sitting position and an HR < 70 bpm were associated with an increase in the absolute biases of the HR, whereas the sitting position and an RR < 18 breaths/min were associated with an increase in the absolute biases of the RR. The IR-UWB radar sensor with embedded processors and software can measure the RR and HR in real time with high precision. The sitting position and a low RR or HR were associated with the accuracy of RR and HR measurement, respectively, using IR-UWB radar.
最近,由于传染病传播相关问题,非接触式生命体征监测器引起了关注。我们使用嵌入式处理器和软件开发了一种实时生命体征监测器,该监测器使用脉冲无线电超宽带 (IR-UWB) 雷达;然后评估了其测量心率 (HR) 和呼吸率 (RR) 的准确性,并研究了影响雷达测量准确性的因素。在访问心脏病学诊所的 50 名患者中,使用 IR-UWB 雷达同时进行心电图和呼气末二氧化碳测量来测量 HR 和 RR。所有患者均在仰卧位和坐姿两种姿势下各测量 2 分钟,每种姿势测量 2 分钟。使用雷达和呼气末二氧化碳测量仪测量的 RR 之间具有高度一致性(一致性相关系数 [CCC] 0.925 [0.919-0.926];上下限一致性 [LOA],-2.21 和 3.90 次/分钟)。使用雷达测量的 HR 也与使用心电图测量的 HR 值非常吻合(CCC 0.749 [0.738-0.760];上下 LOA,-12.78 和 15.04 次/分钟)。线性混合效应模型表明,坐姿和 HR <70 bpm 与 HR 的绝对偏差增加有关,而坐姿和 RR <18 次/分钟与 RR 的绝对偏差增加有关。具有嵌入式处理器和软件的 IR-UWB 雷达传感器可以实时高精度地测量 RR 和 HR。坐姿和 RR 或 HR 较低与使用 IR-UWB 雷达分别测量 RR 和 HR 的准确性有关。