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Monitoring and Analysis of Respiratory Patterns Using Microwave Doppler Radar

机译:微波多普勒雷达监测和分析呼吸模式

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摘要

Noncontact detection characteristic of Doppler radar provides an unobtrusive means of respiration detection and monitoring. This avoids additional preparations, such as physical sensor attachment or special clothing, which can be useful for certain healthcare applications. Furthermore, robustness of Doppler radar against environmental factors, such as light, ambient temperature, interference from other signals occupying the same bandwidth, fading effects, reduce environmental constraints and strengthens the possibility of employing Doppler radar in long-term respiration detection, and monitoring applications such as sleep studies. This paper presents an evaluation in the of use of microwave Doppler radar for capturing different dynamics of breathing patterns in addition to the respiration rate. Although finding the respiration rate is essential, identifying abnormal breathing patterns in real-time could be used to gain further insights into respiratory disorders and refine diagnostic procedures. Several known breathing disorders were professionally role played and captured in a real-time laboratory environment using a noncontact Doppler radar to evaluate the feasibility of this noncontact form of measurement in capturing breathing patterns under different conditions associated with certain breathing disorders. In addition to that, inhalation and exhalation flow patterns under different breathing scenarios were investigated to further support the feasibility of Doppler radar to accurately estimate the tidal volume. The results obtained for both experiments were compared with the gold standard measurement schemes, such as respiration belt and spirometry readings, yielding significant correlations with the Doppler radar-based information. In summary, Doppler radar is highlighted as an alternative approach not only for determining respiration rates, but also for identifying breathing patterns and tidal volumes as a preferred nonwearable alternative to the conventional contact sensing methods.
机译:多普勒雷达的非接触式检测特性为呼吸检测和监视提供了一种简便的方法。这避免了可能对某些医疗保健应用有用的额外准备工作,例如物理传感器附件或特殊衣服。此外,多普勒雷达对环境因素(如光,环境温度,来自占用相同带宽的其他信号的干扰)的鲁棒性,衰落效应,减少环境限制并增强了在长期呼吸检测和监测应用中使用多普勒雷达的可能性例如睡眠研究。本文介绍了使用微波多普勒雷达捕获除呼吸速率以外的不同呼吸模式动态的评估。尽管发现呼吸频率至关重要,但实时识别异常呼吸模式可用于进一步了解呼吸系统疾病并完善诊断程序。在实时实验室环境中,使用非接触式多普勒雷达对几种已知的呼吸障碍进行了职业扮演和捕获,以评估这种非接触形式的测量在捕获与某些呼吸障碍相关的不同条件下的呼吸模式时的可行性。除此之外,还研究了在不同呼吸情况下的吸气和呼气流动模式,以进一步支持多普勒雷达精确估算潮气量的可行性。将两个实验获得的结果与黄金标准测量方案(例如呼吸带和肺活量读数)进行比较,并与基于多普勒雷达的信息产生显着相关性。总之,多普勒雷达不仅是确定呼吸频率的一种替代方法,而且还是用于识别呼吸模式和潮气量的一种替代方法,是常规接触传感方法的一种优选的不可穿戴替代方法。

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