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Preliminary exploration of the measurement of walking speed for the apoplectic people based on UHF RFID

机译:基于UHF RFID的中风人步行速度测量的初步探索。

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The number of the apoplectic people is increasing while population aging is quickening its own pace. The precise measurement of walking speed is very important to the rehabilitation guidance of the apoplectic people. The precision of traditional measuring methods on speed such as stopwatch is relatively low, and high precision measurement instruments because of the high cost cannot be used widely. What's more, these methods have difficulty in measuring the walking speed of the apoplectic people accurately. UHF RFID tag has the advantages of small volume, low price, long reading distance etc, and as a wearable sensor, it is suitable to measure walking speed accurately for the apoplectic people. In order to measure the human walking speed, this paper uses four reader antennas with a certain distance to reads the signal strength of RFID tag. Because RFID tag has different RSSI (Received Signal Strength Indicator) in different distances away from the reader, researches on the changes of RSSI with time have been done by this paper to calculate walking speed. The verification results show that the precise measurement of walking speed can be realized by signal processing method with Gaussian Fitting-Kalman Filter. Depending on the variance of walking speed, doctors can predict the rehabilitation training result of the apoplectic people and give the appropriate rehabilitation guidance.
机译:在人口老龄化加快的同时,中风人群的数量也在增加。精确测量步行速度对于中风人士的康复指导非常重要。传统的速度测量方法(如秒表)的精度较低,并且由于成本高而无法使用高精度的测量仪器。而且,这些方法难以准确地测量中风人士的步行速度。 UHF RFID标签具有体积小,价格低,读取距离长等优点,作为一种可穿戴传感器,适合中性人群准确测量步行速度。为了测量人的步行速度,本文使用四个具有一定距离的读取器天线来读取RFID标签的信号强度。由于RFID标签在距阅读器不同距离处具有不同的RSSI(接收信号强度指示器),因此本文针对RSSI随时间的变化进行了研究,以计算步行速度。验证结果表明,采用高斯拟合卡尔曼滤波器的信号处理方法可以实现对步行速度的精确测量。根据步行速度的变化,医生可以预测中风人士的康复训练结果,并给出适当的康复指导。

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