High-Precision Control of Aviation Photoelectric-Stabilized Platform Using Extended State Observer-Based Kalman Filter

doi:10.3390/s23229204

CIOMP OpenIR

	High-Precision Control of Aviation Photoelectric-Stabilized Platform Using Extended State Observer-Based Kalman Filter
	L. Wang, X. Li, Y. Liu, D. Mao and B. Zhang
	2023
发表期刊	Sensors
ISSN	14248220
卷号	23 期号:22
摘要	The accuracy of the line-of-sight of aviation photoelectric optoelectronic stabilization platforms is limited by two factors: external disturbance and sensor noise. An extended state observer (ESO) can effectively improve their anti-interference ability. However, due to the serious problem of gyroscope noise, further improvement of an ESO’s disturbance suppression effect is limited. This article proposes a control structure that combines a Kalman filter (KF) and ESO, effectively improving upon the interference suppression ability of a traditional ESO under the influence of noise. Firstly, an ESO was used to observe the lumped disturbance of the system, and then, the observed disturbance was compensated for in the control loop. Secondly, based on the compensation servo control system, the state equation of the system was reconstructed using a Kalman filter. Finally, the reconstructed filtered state variables were iterated onto the universal state observer, achieving the observation of disturbances while filtering out sensor noise. Under the conditions of a laboratory flight simulation turntable, the line-of-sight stability accuracy level was improved under disturbance excitation. It can be seen that the combination of a Kalman filter and extended disturbance observer proposed in this project improves the ESO’s anti-interference ability under the influence of noise. © 2023 by the authors.
DOI	10.3390/s23229204
URL	查看原文
收录类别	sci ; ei
引用统计
文献类型	期刊论文
条目标识符	http://ir.ciomp.ac.cn/handle/181722/67949
专题	中国科学院长春光学精密机械与物理研究所
推荐引用方式 GB/T 7714	L. Wang, X. Li, Y. Liu, D. Mao and B. Zhang. High-Precision Control of Aviation Photoelectric-Stabilized Platform Using Extended State Observer-Based Kalman Filter[J]. Sensors,2023,23(22).
APA	L. Wang, X. Li, Y. Liu, D. Mao and B. Zhang.(2023).High-Precision Control of Aviation Photoelectric-Stabilized Platform Using Extended State Observer-Based Kalman Filter.Sensors,23(22).
MLA	L. Wang, X. Li, Y. Liu, D. Mao and B. Zhang."High-Precision Control of Aviation Photoelectric-Stabilized Platform Using Extended State Observer-Based Kalman Filter".Sensors 23.22(2023).

条目包含的文件		下载所有文件
文件名称/大小	文献类型	版本类型	开放类型	使用许可
High-Precision Contr（7160KB）	期刊论文	出版稿	开放获取	CC BY-NC-SA	浏览请求全文