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Roll Angular Rate Measurement for High Spinning Projectiles Based on Redundant Gyroscope System

Precision-guided projectiles, which can significantly improve the accuracy and efficiency of fire strikes, are on the rise in current military engagements. The accurate measurement of roll angular rate is critical to guide a gun-launched projectile. However, Micro-Electro-Mechanical System (MEMS) gy...

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Autores principales: Mi, Jing, Li, Jie, Zhang, Xi, Feng, Kaiqiang, Hu, Chenjun, Wei, Xiaokai, Yuan, Xiaoqiao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7603017/
https://www.ncbi.nlm.nih.gov/pubmed/33081267
http://dx.doi.org/10.3390/mi11100940
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author Mi, Jing
Li, Jie
Zhang, Xi
Feng, Kaiqiang
Hu, Chenjun
Wei, Xiaokai
Yuan, Xiaoqiao
author_facet Mi, Jing
Li, Jie
Zhang, Xi
Feng, Kaiqiang
Hu, Chenjun
Wei, Xiaokai
Yuan, Xiaoqiao
author_sort Mi, Jing
collection PubMed
description Precision-guided projectiles, which can significantly improve the accuracy and efficiency of fire strikes, are on the rise in current military engagements. The accurate measurement of roll angular rate is critical to guide a gun-launched projectile. However, Micro-Electro-Mechanical System (MEMS) gyroscope with low cost and large range cannot meet the requirement of high precision roll angular rate measurement due to the limitation by the current technology level. Aiming at the problem, the optimization-based angular rate estimation (OBARS) method specific for projectiles is proposed in this study. First, the output angular rate model of redundant gyroscope system based on the autoregressive integrated moving average (ARIMA) model is established, and then the conventional random error model is improved with the ARIMA model. After that, a Sage-Husa Adaptive Kalman Filter (SHAKF) algorithm that can suppress the time-varying process and measurement noise under the flight condition of the high dynamic of the projectile is designed for the fusion of dynamic data. Finally, simulations and experiments have been carried out to validate the performance of the method. The results demonstrate the proposed method can effectively improve the angular rate accuracy more than the related traditional methods for high spinning projectiles.
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spelling pubmed-76030172020-11-01 Roll Angular Rate Measurement for High Spinning Projectiles Based on Redundant Gyroscope System Mi, Jing Li, Jie Zhang, Xi Feng, Kaiqiang Hu, Chenjun Wei, Xiaokai Yuan, Xiaoqiao Micromachines (Basel) Article Precision-guided projectiles, which can significantly improve the accuracy and efficiency of fire strikes, are on the rise in current military engagements. The accurate measurement of roll angular rate is critical to guide a gun-launched projectile. However, Micro-Electro-Mechanical System (MEMS) gyroscope with low cost and large range cannot meet the requirement of high precision roll angular rate measurement due to the limitation by the current technology level. Aiming at the problem, the optimization-based angular rate estimation (OBARS) method specific for projectiles is proposed in this study. First, the output angular rate model of redundant gyroscope system based on the autoregressive integrated moving average (ARIMA) model is established, and then the conventional random error model is improved with the ARIMA model. After that, a Sage-Husa Adaptive Kalman Filter (SHAKF) algorithm that can suppress the time-varying process and measurement noise under the flight condition of the high dynamic of the projectile is designed for the fusion of dynamic data. Finally, simulations and experiments have been carried out to validate the performance of the method. The results demonstrate the proposed method can effectively improve the angular rate accuracy more than the related traditional methods for high spinning projectiles. MDPI 2020-10-16 /pmc/articles/PMC7603017/ /pubmed/33081267 http://dx.doi.org/10.3390/mi11100940 Text en © 2020 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
Mi, Jing
Li, Jie
Zhang, Xi
Feng, Kaiqiang
Hu, Chenjun
Wei, Xiaokai
Yuan, Xiaoqiao
Roll Angular Rate Measurement for High Spinning Projectiles Based on Redundant Gyroscope System
title Roll Angular Rate Measurement for High Spinning Projectiles Based on Redundant Gyroscope System
title_full Roll Angular Rate Measurement for High Spinning Projectiles Based on Redundant Gyroscope System
title_fullStr Roll Angular Rate Measurement for High Spinning Projectiles Based on Redundant Gyroscope System
title_full_unstemmed Roll Angular Rate Measurement for High Spinning Projectiles Based on Redundant Gyroscope System
title_short Roll Angular Rate Measurement for High Spinning Projectiles Based on Redundant Gyroscope System
title_sort roll angular rate measurement for high spinning projectiles based on redundant gyroscope system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7603017/
https://www.ncbi.nlm.nih.gov/pubmed/33081267
http://dx.doi.org/10.3390/mi11100940
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