Textile Materials Technology, Department of Textile Technology, Faculty of Textiles, Engineering and Business Swedish School of Textiles, University of Borås, 503 32 Borås, Sweden.
School of Innovation, Design and Engineering, Mälardalen University, 722 20 Västerås, Sweden.
Sensors (Basel). 2023 Nov 16;23(22):9208. doi: 10.3390/s23229208.
The development of smart wearable solutions for monitoring daily life health status is increasingly popular, with chest straps and wristbands being predominant. This study introduces a novel sensorized T-shirt design with textile electrodes connected via a knitting technique to a Movesense device. We aimed to investigate the impact of stationary and movement actions on electrocardiography (ECG) and heart rate (HR) measurements using our sensorized T-shirt. Various activities of daily living (ADLs), including sitting, standing, walking, and mopping, were evaluated by comparing our T-shirt with a commercial chest strap. Our findings demonstrate measurement equivalence across ADLs, regardless of the sensing approach. By comparing ECG and HR measurements, we gained valuable insights into the influence of physical activity on sensorized T-shirt development for monitoring. Notably, the ECG signals exhibited remarkable similarity between our sensorized T-shirt and the chest strap, with closely aligned HR distributions during both stationary and movement actions. The average mean absolute percentage error was below 3%, affirming the agreement between the two solutions. These findings underscore the robustness and accuracy of our sensorized T-shirt in monitoring ECG and HR during diverse ADLs, emphasizing the significance of considering physical activity in cardiovascular monitoring research and the development of personal health applications.
智能可穿戴设备在监测日常生活健康状况方面的发展越来越受到关注,其中胸带和腕带是主要形式。本研究介绍了一种新型的带有传感器的 T 恤设计,其纺织电极通过编织技术与 Movesense 设备相连。我们旨在研究我们的带传感器 T 恤在固定和运动动作对心电图(ECG)和心率(HR)测量的影响。通过将 T 恤与商业胸带进行比较,评估了各种日常活动(ADL),包括坐、站、走和拖地。我们的研究结果表明,无论采用何种传感方法,ADL 之间的测量结果都是等效的。通过比较 ECG 和 HR 测量值,我们深入了解了身体活动对用于监测的带传感器 T 恤开发的影响。值得注意的是,ECG 信号在我们的带传感器 T 恤和胸带之间表现出非常相似的特征,在固定和运动动作期间 HR 分布也非常接近。平均平均绝对百分比误差低于 3%,证实了两种解决方案之间的一致性。这些发现突显了我们的带传感器 T 恤在监测不同 ADL 期间 ECG 和 HR 的稳健性和准确性,强调了在心血管监测研究和个人健康应用程序开发中考虑身体活动的重要性。