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Detection algorithm of regional peak motion based on acceleration sensor

机译:基于加速度传感器的区域峰值运动检测算法

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摘要

In this paper, an algorithm of regional peak motion detection based on acceleration sensor is designed. Firstly, the acceleration model is processed by triaxial integration method, and then the signal is filtered by Gaussian filter. Finally, the step result is obtained by combining regional peak detection, threshold limit and other methods. Through the analysis of the data collected by the acceleration sensor, we can extract the parameters representing the motion attitude of the object from the single-chip microcomputer system, and dynamically modify the parameter value set by the system according to the current system motion attitude, and compare the value with the current motion attitude parameter, so as to judge whether the current count is effective. At the same time, this device can be well applied in the industrial system to achieve convenient and effective counting function. The results show that the step counting algorithm in this paper has high accuracy.
机译:本文设计了一种基于加速度传感器的区域峰值运动检测算法。首先用三轴积分法处理加速度模型,然后用高斯滤波器对信号进行滤波。最后,结合区域峰检测,阈限和其他方法获得了步结果。通过对加速度传感器采集到的数据进行分析,可以从单片机系统中提取出代表物体运动姿态的参数,并根据当前系统的运动姿态动态修改系统设置的参数值,将该值与当前运动姿态参数进行比较,以判断当前计数是否有效。同时,该装置可以很好地应用于工业系统中,以实现便捷有效的计数功能。结果表明,该算法具有较高的精度。

著录项

  • 来源
    《Computer Communications 》 |2020年第3期| 173-179| 共7页
  • 作者

  • 作者单位

    Lanzhou City Univ Inst Phys Educ Lanzhou 730070 Gansu Peoples R China;

    Guangxi Normal Univ Coll Life Sci Guilin 541004 Guangxi Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Acceleration sensor; Regional peak value; Motion detection; Motion filtering;

    机译:加速度传感器区域峰值;运动检测;运动过滤;

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