Research on Optical Fiber IMU Signal Processing Based on Wavelet Algorithm

被引:0
|
作者
Lin, Xiaogong [1 ]
Guo, Ruxin [1 ]
Yuan, Yuqi [1 ]
机构
[1] Harbin Engn Univ, Dept Automat, Harbin 150001, Peoples R China
来源
2019 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION (ICMA) | 2019年
基金
中国国家自然科学基金;
关键词
signal processing; Inertial navigation accelerometer; wavelet transform;
D O I
10.1109/icma.2019.8816521
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Based on the analysis of the signal noise characteristics of inertial navigation accelerometer, the noise in the wavelet domain is deeply studied. In order to solve the limitation of traditional Fourier filtering method in dealing with non-linear noise such as Gauss white noise, this paper optimizes the existing wavelet theory from two aspects of threshold estimation and threshold processing function, and proposes a new wavelet threshold denoising algorithm, which can effectively improve the performance of wavelet algorithm and simplify the calculation of wavelet analysis; on this basis, a new wavelet threshold denoising algorithm is proposed. The implementation of the wavelet threshold algorithm on the FPGA is studied. Finally, the system performance test shows that the new wavelet algorithm is superior to the traditional Fourier filter and the traditional wavelet filter in improving the signal-to-noise ratio (SNR) and reducing the root mean square error, and meets the real-time requirements of signal processing.
引用
收藏
页码:2358 / 2363
页数:6
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