基于运动加速度计传感器的生命体征监测

Atefeh Valipour, K. Maghooli
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引用次数: 2

摘要

本文提出了一种用于监测运动员心跳和呼吸频率的无线传感器。所开发的无线传感器包括一个加速度计传感器、一个处理器和一个收发器,该收发器工作在工业、科学和医疗(ISM)频段和2.54频率,与中心节点连接以传输测量数据。为了评估所提出的传感器的准确性,在几个志愿者身上进行了不同的实验,并将所得数据与呼吸速率和心跳的金标准进行了比较。正如结果所示,计算得出的均方根误差(RMSE)和误差的标准偏差(SD)分别小于2.8和1.43次/分钟,以及心跳和呼吸频率的1.01和0.85次/分钟。因此,该传感器具有低成本、便携和可用性等优点,是运动应用中心肺系统监测的一个很好的替代方案。
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Vital Signs Monitoring based on a Developed Accelerometer Sensor for Sporty Purposes
This paper proposes developing a wireless sensor for heartbeat and respiration rate monitoring for the sportsman. The developed wireless sensor, includes an accelerometer sensor, a processor and a transceiver which operates in Industrial, Scientific and Medical (ISM) band and the frequency of 2.54 to connect with a central node for transmitting the measured data. In order to evaluate the accuracy of the presented sensor, the different experiments are carried out on several volunteers and the resultant data are compared to a gold standard for respiration rate and also heartbeat as a reference. As the outcomes illustrate, the root means square error (RMSE) and the standard deviation of the error (SD) are calculated less than 2.8 and 1.43 beats per minutes as well as 1.01 and 0.85 breaths per minutes for the heartbeat and respiration rate, respectively. Therefore, the sensor can account a good alternative for cardiorespiratory system monitoring for sporty application, due to low-cost, portable and also availability.
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