Displacement Measurement Algorithm Using Handheld Device with Accelerometer

Tianhuang Chen, Weiyi Hu, R. Sun
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引用次数: 8

Abstract

Analysis a large amounts of data acquired by a accelerometer embeded in a handheld device for figuring out the characteristics of the acceleration samples. In order to get a higher precision result of displacement after twice integration, samples are imposed a series of filtering and amendments on the basisi of the application. While de-noising the noise inducted by the accelerometer infrastructure, a dynamic adjustment mechanism is introduced to adust the filter parameters. That makes the stillness detection algorithm more effective. Experiments show that although the robustness needs to be improved, the algorithm has reached a good accuracy, this research lays a foundation for further study.
带加速度计的手持设备位移测量算法
通过对嵌入在手持设备中的加速度计采集到的大量数据进行分析,得出加速度样品的特性。为了得到二次积分后精度更高的位移结果,根据实际应用对样本进行了一系列滤波和修正。在对加速度计基础结构产生的噪声进行降噪的同时,引入动态调整机制对滤波器参数进行调整。这使得静止检测算法更加有效。实验表明,虽然鲁棒性有待提高,但算法达到了较好的精度,本研究为进一步研究奠定了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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