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Small tracking error correction for moving targets of intelligent electro-optical detection systems
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作者 Cheng SHEN Zhijie WEN +2 位作者 Wenliang ZHU Dapeng FAN Mingyuan LING 《Frontiers of Mechanical Engineering》 SCIE CSCD 2024年第2期29-44,共16页
Small tracking error correction for electro-optical systems is essential to improve the tracking precision of future mechanical and defense technology.Aerial threats,such as“low,slow,and small(LSS)”moving targets,po... Small tracking error correction for electro-optical systems is essential to improve the tracking precision of future mechanical and defense technology.Aerial threats,such as“low,slow,and small(LSS)”moving targets,pose increasing challenges to society.The core goal of this work is to address the issues,such as small tracking error correction and aiming control,of electro-optical detection systems by using mechatronics drive modeling,composite velocity–image stability control,and improved interpolation filter design.A tracking controller delay prediction method for moving targets is proposed based on the Euler transformation model of a two-axis,two-gimbal cantilever beam coaxial configuration.Small tracking error formation is analyzed in detail to reveal the scientific mechanism of composite control between the tracking controller’s feedback and the motor’s velocity–stability loop.An improved segmental interpolation filtering algorithm is established by combining line of sight(LOS)position correction and multivariable typical tracking fault diagnosis.Then,a platform with 2 degrees of freedom is used to test the system.An LSS moving target shooting object with a tracking distance of S=100 m,target board area of A=1 m^(2),and target linear velocity of v=5 m/s is simulated.Results show that the optimal method’s distribution probability of the tracking error in a circle with a radius of 1 mrad is 66.7%,and that of the traditional method is 41.6%.Compared with the LOS shooting accuracy of the traditional method,the LOS shooting accuracy of the optimized method is improved by 37.6%. 展开更多
关键词 electro-optical detection system small tracking error moving target visual servo aiming contro
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Design of a wide-field target detection and tracking system using the segmented planar imaging detector for electro-optical reconnaissance 被引量:8
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作者 于清华 武冬梅 +1 位作者 陈福春 孙胜利 《Chinese Optics Letters》 SCIE EI CAS CSCD 2018年第7期34-39,共6页
Detecting and tracking multiple targets simultaneously for space-based surveillance requires multiple cameras,which leads to a large system volume and weight. To address this problem, we propose a wide-field detection... Detecting and tracking multiple targets simultaneously for space-based surveillance requires multiple cameras,which leads to a large system volume and weight. To address this problem, we propose a wide-field detection and tracking system using the segmented planar imaging detector for electro-optical reconnaissance. This study realizes two operating modes by changing the working paired lenslets and corresponding waveguide arrays: a detection mode and a tracking mode. A model system was simulated and evaluated using the peak signal-to-noise ratio method. The simulation results indicate that the detection and tracking system can realize wide-field detection and narrow-field, multi-target, high-resolution tracking without moving parts. 展开更多
关键词 FOV Design of a wide-field target detection and tracking system using the segmented planar imaging detector for electro-optical reconnaissance
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基于遗传算法的光电搜跟系统摩擦建模与控制 被引量:2
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作者 朱海荣 李奇 《电光与控制》 CSCD 北大核心 2019年第9期73-78,共6页
光电搜跟系统在低速跟踪状态工作时,由于转轴之间存在非线性摩擦力矩,会引起跳动或“爬行”现象,非线性摩擦力矩还会降低角分辨率和重复精度,对跟踪精度的影响很大。对此,提出了一种基于遗传算法的摩擦建模与补偿方法:首先,选取Stribec... 光电搜跟系统在低速跟踪状态工作时,由于转轴之间存在非线性摩擦力矩,会引起跳动或“爬行”现象,非线性摩擦力矩还会降低角分辨率和重复精度,对跟踪精度的影响很大。对此,提出了一种基于遗传算法的摩擦建模与补偿方法:首先,选取Stribeck摩擦模型,利用遗传算法辨识光电搜跟系统的Stribeck摩擦模型,以获得较高的模型拟合程度,降低拟合误差;在此基础上,对所辨识出的摩擦进行前馈补偿,以减小非线性摩擦力矩对光电搜跟系统性能的影响;仿真和实物实验证明了所提方案的有效性,提高了光电搜跟系统的控制性能,取得了较好的补偿效果。 展开更多
关键词 光电搜跟系统 永磁同步电机 非线性摩擦力矩 遗传算法 摩擦补偿
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