Optimal Positioning of Inertial Measurement Units in a Smart Shirt for Determining Respiratory Volume.

B Laufer, N A Jalal, S Krueger-Ziolek, P D Docherty, R Murray, F Hoeflinger, L Reindl, K Moeller
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Abstract

Tidal volume can be estimated using the surface motions of the upper body induced by respiration. However, the precision and instrumentation of such estimation must be improved to allow widespread application. In this study, respiration induced changes in parameters that can be recorded with inertial measurement units are examined to determine tidal volumes. Based on the data of an optical motion capture system, the optimal positions of inertial measurement units (IMU) in a smart shirt for sets of 4, 5 or 6 sensors were determined. The errors observed indicate the potential to determine tidal volumes using IMUs in a smart shirt.Clinical Relevance- The measurement of respiratory volumes via a low-cost and unobtrusive smart shirt would be a major advance in clinical diagnostics. In particular, conventional methods are expensive, and uncomfortable for conscious patients if measurement is desired over an extended period. A smart-shirt based on inertial sensors would allow a comfortable measurement and could be used in many clinical scenarios - from sleep apnoea monitoring to homecare and respiratory monitoring of comatose patients.

智能衬衫中惯性测量单元的最佳定位,用于测定呼吸量。
潮气量可以通过呼吸引起的上半身表面运动来估算。然而,这种估算的精度和仪器必须得到改进,才能得到广泛应用。在这项研究中,我们研究了呼吸引起的参数变化,这些参数可通过惯性测量单元记录下来,用于确定潮气量。根据光学运动捕捉系统的数据,确定了智能衬衫中惯性测量单元(IMU)在 4、5 或 6 个传感器组中的最佳位置。观察到的误差表明,使用智能衬衫中的惯性测量单元确定潮气量是有潜力的。临床意义--通过低成本、不显眼的智能衬衫测量呼吸量将是临床诊断的一大进步。特别是,传统方法成本高昂,而且如果需要长时间测量,意识清醒的病人会感到不舒服。基于惯性传感器的智能衬衫可实现舒适的测量,并可用于多种临床场景--从睡眠呼吸暂停监测到家庭护理和昏迷患者的呼吸监测。
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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CiteScore
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