| 李雪梅,车爱静.一种基于加速度传感器的自适应计步算法[J].唐山学院学报,2019,32(3):18-21 |
| 一种基于加速度传感器的自适应计步算法 |
| Self-Adaptive Step-Counting Algorithm Based on Acceleration Transducer |
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| DOI：10.16160/j.cnki.tsxyxb.2019.03.005 |
| 中文关键词: 加速度传感器 运动检测 计步算法 |
| 英文关键词: acceleration transducer motion detection step-counting algorithm |
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| 中文摘要: |
| 提出了一种基于加速度传感器的自适应计步算法，通过对加速度传感器采集的信号数据进行一系列处理，然后利用人工免疫算法对处理后提取的特征值进行判断，确定人是在行走、上下楼梯还是跑步的状态，再进行计步。通过反复实验，计步准确率达到96%以上。 |
| 英文摘要: |
| This paper proposes a self-adaptive step-counting algorithm based on acceleration transducer, which includes the following steps:processing the signal data collected by the transducer; determining the state of the man whether he is walking,up and down the stairs or running from the characteristic value extracted by the artificial immune algorithm; counting the steps. The repeated experiments proved that the step-counting accuracy can reach more than 96%. |
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