JOURNAL ARTICLE

Wavelet-Based Method for Fog Signal Denoising

Yue ZuJinchu Cao

Year: 2013 Journal:   Journal of Automation and Control Engineering Vol: 1 (2)Pages: 86-90

Abstract

Fiber-Optic Gyroscope (FOG) has been widely used to measure the angle rate of vehicle in recent years. Being as unpredictable and unmeasured error, random drift generated from FOG instability create seriously bad influence on precision of FOG output, as well as Inertial Navigation System (INS). Although wavelet-based technique has made considerable progress in FOG signal denoising, almost all the achievements are based on off-line analysis that gives little contribution to practical application. This paper presents a revised plan on account of previous research on real time denoising, explaining the computational complexity reduction from theory. Through simulation and static FOG experiment using time-frequency analysis and Allan Variance as the performance evaluation standard, the denoising effectiveness compared to using traditional method has been proofed improving to a large extent. 

Keywords:
Wavelet Noise reduction SIGNAL (programming language) Computer science Pattern recognition (psychology) Artificial intelligence Mathematics Algorithm

Metrics

1
Cited By
0.26
FWCI (Field Weighted Citation Impact)
12
Refs
0.66
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Blind Source Separation Techniques
Physical Sciences →  Computer Science →  Signal Processing
Advanced Adaptive Filtering Techniques
Physical Sciences →  Engineering →  Computational Mechanics

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