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Function Extension Based Real-Time Wavelet De-Noising Method for Projectile Attitude Measurement

The real-time measurement of the projectile attitude is the key to realize the whole process guidance of the projectile. Due to the high dynamic characteristics of the projectile motion, the attitude measurement is affected by the real-time and accuracy of the gyro signal de-noising. For the nonline...

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Detalles Bibliográficos
Autores principales: Deng, Zhihong, Wang, Jinwen, Liang, Xinyu, Liu, Ning
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6982740/
https://www.ncbi.nlm.nih.gov/pubmed/31905850
http://dx.doi.org/10.3390/s20010200
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author Deng, Zhihong
Wang, Jinwen
Liang, Xinyu
Liu, Ning
author_facet Deng, Zhihong
Wang, Jinwen
Liang, Xinyu
Liu, Ning
author_sort Deng, Zhihong
collection PubMed
description The real-time measurement of the projectile attitude is the key to realize the whole process guidance of the projectile. Due to the high dynamic characteristics of the projectile motion, the attitude measurement is affected by the real-time and accuracy of the gyro signal de-noising. For the nonlinear discontinuity of the conventional extension method in real-time wavelet de-noising, a function extension real-time wavelet de-noising method is proposed in this paper. In this method, a prediction model of gyro signal is established based on the Roggla formula. According to the model, the signal is fitted in the sliding window, and the signal of the same length is predicted to realize the right boundary extension. The simulation and experiment results show that compared with the traditional extension method, the proposed method can in-crease the signal-to-noise ratio (SNR) and the smoothness, and can decrease the attitude mean absolute error (AMAE) and the attitude root mean square error (ARMSE). Moreover, the time delay caused by signal de-noising can be effectively solved. The real-time performance of the attitude measurement can be ensured.
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spelling pubmed-69827402020-02-28 Function Extension Based Real-Time Wavelet De-Noising Method for Projectile Attitude Measurement Deng, Zhihong Wang, Jinwen Liang, Xinyu Liu, Ning Sensors (Basel) Article The real-time measurement of the projectile attitude is the key to realize the whole process guidance of the projectile. Due to the high dynamic characteristics of the projectile motion, the attitude measurement is affected by the real-time and accuracy of the gyro signal de-noising. For the nonlinear discontinuity of the conventional extension method in real-time wavelet de-noising, a function extension real-time wavelet de-noising method is proposed in this paper. In this method, a prediction model of gyro signal is established based on the Roggla formula. According to the model, the signal is fitted in the sliding window, and the signal of the same length is predicted to realize the right boundary extension. The simulation and experiment results show that compared with the traditional extension method, the proposed method can in-crease the signal-to-noise ratio (SNR) and the smoothness, and can decrease the attitude mean absolute error (AMAE) and the attitude root mean square error (ARMSE). Moreover, the time delay caused by signal de-noising can be effectively solved. The real-time performance of the attitude measurement can be ensured. MDPI 2019-12-30 /pmc/articles/PMC6982740/ /pubmed/31905850 http://dx.doi.org/10.3390/s20010200 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Deng, Zhihong
Wang, Jinwen
Liang, Xinyu
Liu, Ning
Function Extension Based Real-Time Wavelet De-Noising Method for Projectile Attitude Measurement
title Function Extension Based Real-Time Wavelet De-Noising Method for Projectile Attitude Measurement
title_full Function Extension Based Real-Time Wavelet De-Noising Method for Projectile Attitude Measurement
title_fullStr Function Extension Based Real-Time Wavelet De-Noising Method for Projectile Attitude Measurement
title_full_unstemmed Function Extension Based Real-Time Wavelet De-Noising Method for Projectile Attitude Measurement
title_short Function Extension Based Real-Time Wavelet De-Noising Method for Projectile Attitude Measurement
title_sort function extension based real-time wavelet de-noising method for projectile attitude measurement
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6982740/
https://www.ncbi.nlm.nih.gov/pubmed/31905850
http://dx.doi.org/10.3390/s20010200
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