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A wearable H-shirt for exercise ECG monitoring and individual lactate threshold computing

机译:一种可穿戴的H恤,用于运动心电图监测和个人乳酸阈值计算

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摘要

Millions of people worldwide are involved in daily physical exercise and fitness, which implies the growing demand for wearable devices and gadgets monitoring these activities. To ensure the comfort of exercise, wearable health monitoring devices are the most lucrative for real-time and continuous electrocardiogram (ECG) monitoring, which is essential for making individualized fitness plans and avoiding the occurrence of cardiac arrest. Moreover, the ECG monitoring data obtained are instrumental in the computation of the individual lactate threshold heart rate, which is the inflection point of the heart rate-time curve and indicates the exercise intensity level, at which the blood concentration of lactate and lactic acid begins to exponentially increase and will result in overstraining, unless the exercise efforts (running speed or muscle intensity) are temporarily reduced. The respective monitoring and overstrain warning devices have a large potential for the individual assessment of the endurance performance, as well as for prescribing intensities in the endurance training. However, the common drawbacks of commercial wearable devices used in healthcare and medical fields for continuous monitoring of ECG, electroencephalogram, respiration, temperature, SpO(2), and human activity, such as smart helmets, wearable patches, and activity-tracking bands, are motion artifacts and unstable skin-electrode contact, which jeopardize the accurate measurements during exercise. Given this, the Health shirt (H-shirt) integrated with conductive fabric ECG electrodes enabling the accurate ECG monitoring during physical exercise has been introduced and validated by the authors. In this paper, the modified design of the sports H-shirt with the lactate threshold heart rate computing is proposed and implemented. High elasticity of the H-shirt not only ensures a stable skin-electrode contact but also avoids the discomfort caused by the measurement. A highly integrated printed circuit board is used to filter, amplify, digitalize, and transmit the ECG signal sampled from the electrodes, while a high input impedance amplifier circuit is designed to improve its signal-to-noise ratio. The Bluetooth low energy (BLE) is used as the data transmission protocol between the H-shirt and the mobile phone. A mobile phone-based ECG analysis and exercise evaluation platform have been developed, which allow one to detect six types of abnormal ECG (tachycardia, bradycardia, a dropped beat, premature beat, bigeminy, and trigeminy) and individual lactate threshold, as well as to provide real-time health warning and exercise optimization hints through mobile phone Voice messages. Being powered by a 150 mAh 3.7 V lithium battery, the H-shirt operated for at least 24 h and was tested on four volunteers of both genders and age from 14 to 32 years, whose ECG and the lactate threshold heart rate values were accurately measured during their test exercise on a treadmill with running speed up to 16 km/h and used as a reference for the users to adjust their exercise intensity. The available options of adding sensors for measurement of more physiological parameters by the proposed sports H-shirt make it quite lucrative for the rehabilitation exercise monitoring. (C) 2017 Elsevier B.V. All rights reserved.
机译:全球数百万人参与日常体育运动和健身,这意味着对可穿戴设备和监控这些活动的小工具的需求不断增长。为确保运动的舒适性,可穿戴的健康监测设备是实时和连续心电图(ECG)监测最有利可图的,这对于制作个性化的健身计划并避免心脏骤停的发生至关重要。此外,所获得的ECG监测数据在计算单个乳酸阈值心率的计算中,这是心率 - 时间曲线的拐点并表明运动强度水平,乳酸血液浓度和乳酸开始呈指数级增长,并将导致过滤,除非暂时减少运动努力(运行速度或肌肉强度)。各自的监测和过度警告装置具有对耐力性能的个人评估的巨大潜力,以及在耐久性训练中规定强度。然而,用于持续监测ECG,脑电图,呼吸,温度,SPO(2)和人类活动,如智能头盔,可穿戴斑块和活动跟踪带,以持续监测医疗保健和医疗领域的商业可穿戴设备的共同缺点是运动伪影和不稳定的皮肤电极接触,其在运动期间危及准确测量。鉴于此,作者介绍并验证了与导电织物ECG电极集成的健康衬衫(H恤衫)已经引入和验证了在体育锻炼中进行准确的心电图监测。本文提出并实施了具有乳酸阈值心率计算的运动H恤的改性设计。 H恤的高弹性不仅可以确保稳定的皮肤电极接触,还可以避免测量引起的不适。高度集成的印刷电路板用于过滤,放大,数字化和从电极采样的ECG信号,而高输入阻抗放大器电路被设计为提高其信噪比。蓝牙低能量(BLE)用作H恤和移动电话之间的数据传输协议。已经开发了一种基于移动电话的ECG分析和运动评估平台,可以检测六种类型的ECG(心动过速,心动过缓,丢弃的节拍,过早的节拍,大型搏动,Tememiny和Trigeminy)以及个人乳酸阈值,以及通过手机语音信息提供实时健康警告和运动优化提示。由150 Mah 3.7 V锂电池供电,H恤件至少24小时,并在14至32岁的两年龄段的四个志愿者上进行测试,其ECG和乳酸阈值心率值被精确地测量在跑步机上的测试练习期间,运行速度高达16公里/小时,用作用户的参考,调整它们的运动强度。通过拟议的运动H恤添加传感器的可用选项,用于测量更多生理参数,对康复运动监测进行了相当利润。 (c)2017 Elsevier B.v.保留所有权利。

著录项

  • 来源
    《Computers in Industry》 |2017年第2017期|共11页
  • 作者单位

    Shenzhen Univ Town Chinese Acad Sci Shenzhen Inst Adv Technol Key Lab Hlth Informat 1068 Xueyuan Ave Shenzhen 518055 Peoples R China;

    Shenzhen Univ Town Chinese Acad Sci Shenzhen Inst Adv Technol Key Lab Hlth Informat 1068 Xueyuan Ave Shenzhen 518055 Peoples R China;

    Shenzhen Univ Town Chinese Acad Sci Shenzhen Inst Adv Technol Key Lab Hlth Informat 1068 Xueyuan Ave Shenzhen 518055 Peoples R China;

    Shenzhen Univ Town Chinese Acad Sci Shenzhen Inst Adv Technol Key Lab Hlth Informat 1068 Xueyuan Ave Shenzhen 518055 Peoples R China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 计算机的应用;
  • 关键词

    H-shirt; Wearable; Exercise ECG; Lactate threshold; Accurate;

    机译:H恤;可穿戴;锻炼ECG;乳酸阈值;准确;

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