Concept Exploration: Respiratory Rate Monitoring Garment Using Digital Zero-Crossing Detection

Angela K. Martini, Sam Carlson, Dung Hoang, Sandra A. Wawersich, Crystal Compton, Abigail R. Clarke-Sather
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Abstract

Measuring respiratory rate is a vital metric for monitoring human health in any setting. Despite its importance for detecting oncoming medical crises, it is often neglected due to the difficulties in accurate measurement. To combat this neglect, a respiratory rate monitoring smart garment was developed that measures breathing rate in real time in a manner that is unobtrusive to the patient. This paper focuses on a concept exploration of a non-invasive wearable garment to measure real time breathing rate using a digital zero-crossing detection signal processing approach. A respiratory rate monitoring garment was developed with a stitched sensor that wraps around the patient’s chest and operates based on the relationship between resistance and displacement. As a person breathes, the chest expands and contracts, displacing the stitched sensor causing a change in resistance that can be measured and then counted as a breath. Unlike current solutions that utilize the fast Fourier transform (FFT) for signal processing of breathing rate, digital zero-crossing detection is used in this garment for improved accuracy and lower computational power. Four participants took part in a total of 15 trials where their normal breathing rate was measured by the stitched sensor and by at least two independent observers. The average sensor breath count was 2.44 breaths below the manually observed breath count. Major contributions to error were due to manual calibration of the sensor, and these discrepancies will be addressed in further prototype development. Despite the error between the sensor and manual breath count, the performance of the garment indicates respiratory rate monitoring in real time is possible, which increases the feasibility of more accurate and frequent respiratory rate monitoring thus increasing the potential for improved patient health.
概念探索:使用数字过零检测的呼吸频率监测服装
在任何环境下,呼吸频率的测量都是监测人体健康的重要指标。尽管它对检测即将到来的医疗危机很重要,但由于难以准确测量,它经常被忽视。为了解决这一问题,一种呼吸频率监测智能服装被开发出来,以一种对患者不显眼的方式实时测量呼吸频率。本文重点探讨了一种采用数字过零检测信号处理方法测量实时呼吸频率的无创可穿戴服装的概念探索。研究人员开发了一种呼吸率监测服装,该服装带有一个缝合传感器,包裹在患者的胸部,并根据阻力和位移之间的关系进行操作。当一个人呼吸时,胸部扩张和收缩,取代缝合的传感器,导致阻力的变化,可以测量,然后计算为呼吸。与目前利用快速傅里叶变换(FFT)进行呼吸频率信号处理的解决方案不同,该服装采用了数字过零检测,以提高准确性和降低计算能力。四名参与者总共参加了15项试验,他们的正常呼吸率由缝合的传感器和至少两名独立的观察者测量。平均传感器呼吸计数比人工观察的呼吸计数低2.44次。造成误差的主要原因是传感器的手动校准,这些差异将在进一步的原型开发中得到解决。尽管传感器和人工呼吸计数之间存在误差,但该服装的性能表明,实时监测呼吸频率是可能的,这增加了更准确和频繁监测呼吸频率的可行性,从而增加了改善患者健康的潜力。
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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