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A Sensor-Based Framework for Detecting Human Gait Cycles Using Acceleration Signals

机译:一种基于传感器的框架,用于使用加速信号检测人体步态周期

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An accelerometer-based motion sensing framework is developed for analyzing human motion (gait). In comparison to vision based motion sensing systems, this framework is extremely low in cost and weight, and is also portable to wide variety of places; even to the patient's personal room. On the other hand the device has minimum affect on the patient's normal motion. In this paper we will present the working principals and total configuration of the recommended framework which consists of ADXL accelerometer. In order to optimize system performance, the output signals are processed by means of signal processing tools. After generating appropriate output signals, the analysis of human motion are conducted using this framework. A group of 14 subjects has participated in our experiment and the error rate of detecting gait cycles is less than 0.05. In future it would be possible to convert this work to the wireless one; in this case the neurologist can monitor the patient while he is at home.
机译:开发了一种基于加速度计的运动传感框架,用于分析人类运动(步态)。与基于视觉的运动传感系统相比,该框架的成本和重量极低,而且还具有各种各样的地方便携;甚至到患者的个人房间。另一方面,该设备对患者的正常运动有最小的影响。在本文中,我们将介绍由ADXL加速度计组成的推荐框架的工作原理和总配置。为了优化系统性能,通过信号处理工具处理输出信号。在产生适当的输出信号之后,使用该框架进行人体运动的分析。一组14个受试者参与了我们的实验,检测步态周期的错误率小于0.05。将来,有可能将这项工作转换为无线;在这种情况下,神经病学者可以在家里时监控患者。

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