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首页> 外文期刊>Mathematical Problems in Engineering: Theory, Methods and Applications >Line-of-Sight Rate Estimation Based on UKF for Strapdown Seeker
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Line-of-Sight Rate Estimation Based on UKF for Strapdown Seeker

机译:基于UKF的捷联搜索器视线速率估计

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Aiming at the problem that the strapdown imaging seeker cannot measure line-of-sight (LOS) rate directly, this paper presents an effective algorithm for LOS rate estimation. To address the problem, the reference frames and angles are defined. According to the relative kinematics and attitude relationship between missile and target, the nonlinear state equations and measurement equations of LOS rate are derived, and the estimation algorithm based on unscented Kalman filter (UKF) is proposed. Considering the estimation accuracy mainly depends on body LOS (BLOS) angle accuracy and gyro accuracy, the paper is unprecedented to research how these two factors impact the LOS angle and rate accuracy by simulation. Semiphysical simulation experiment verifies the correctness and accuracy of the algorithm, and the result shows that the estimation algorithm can meet the accuracy and real-time requirements of guidance system simultaneously. Thus LOS rate estimation algorithm based on UKF provides a theoretical basis for engineering applications of strapdown imaging seeker.
机译:针对捷联成像导引头不能直接测量视线(LOS)率的问题,提出一种有效的视线率估计算法。为了解决该问题,定义了参考框架和角度。根据导弹与目标之间的相对运动学和姿态关系,推导了视距率的非线性状态方程和测量方程,提出了基于无味卡尔曼滤波器(UKF)的估计算法。考虑到估计精度主要取决于身体LOS(BLOS)角度精度和陀螺仪精度,因此通过仿真研究这两个因素如何影响LOS角度和速率精度是史无前例的。半物理仿真实验验证了该算法的正确性和准确性,结果表明该估计算法可以同时满足制导系统的精度和实时性要求。因此,基于UKF的LOS速率估计算法为捷联成像导引头的工程应用提供了理论依据。

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