Study on De-noising of Gyro Signal Based on Wavelet Packet Threshold

Lin Xue-yuan, Xue Zhi-bin, Liang Fa-Mail
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引用次数: 1

Abstract

Pre-processing of the gyro signal is an effective way to improve the accuracy of the gyro. In this paper, the frequency band analysis method based on wavelet packet is used to detect the useful signal from noise which was measured at different angular velocity inputs, thus the effective frequency range gyro signal is identified. Then the gyro’s output is compensated for by wavelet packet dynamic threshold method at different sub-frequency range, thus the smooth motion characteristics of gyro could be improved, and the gyro has high precision in the overall measurement range. The results based on practical measured data show that this method can be applied in the scope of full-scale gyro error compensation, and can effectively improve the accuracy of the gyro output signal.
基于小波包阈值的陀螺信号去噪研究
对陀螺信号进行预处理是提高陀螺精度的有效途径。本文采用基于小波包的频带分析方法,从不同角速度输入下测得的噪声中检测出有用信号,从而识别出陀螺信号的有效频率范围。然后采用小波包动态阈值法在不同的子频率范围内对陀螺的输出进行补偿,从而改善了陀螺的平滑运动特性,使陀螺在整个测量范围内具有较高的精度。基于实际测量数据的结果表明,该方法可应用于全量程陀螺误差补偿范围,并能有效提高陀螺输出信号的精度。
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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