Data Processing Based on Low-Precision IMU Equipment to Predict Wave Height and Wave Period

Yongle Zhang, Lin Qi, Junyu Dong, Qi Wen, Mingdong Lv
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引用次数: 1

Abstract

This paper presents an effective method for measuring wave height and period using a low-precision IMU device integrated with a three-axis accelerometer and a three-axis gyroscope. Firstly, the acceleration of the three-axis sensor coordinate system is transformed to the acceleration in the vertical direction under the geographic coordinate system by Euler angle. Then the noise of the resultant acceleration (vertical direction) signal is removed by the smoothing process of the anisotropic diffusion based on the partial differential equation. Furthermore, the method of frequency domain integration is adopted to overcome the deviation caused by the quadratic integral obtaining an accurate wave height and period. Finally, the experimental comparison results show that the practicality of the proposed method.
基于低精度IMU设备预测波高和波周期的数据处理
本文提出了一种利用三轴加速度计和三轴陀螺仪组成的低精度IMU装置测量波高和波周期的有效方法。首先,通过欧拉角将三轴传感器坐标系下的加速度转换为地理坐标系下垂直方向的加速度。然后基于偏微分方程对各向异性扩散进行平滑处理,去除合成加速度(垂直方向)信号中的噪声。此外,采用频域积分的方法克服二次积分带来的误差,得到准确的波高和周期。最后,通过实验对比,验证了所提方法的实用性。
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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