Observability Enhancement of the Target Tracking Model Based on Infrared Semi-strapdown Seeker

Peng Siting, Zhao Qian, Ma Yichao, Xu Cheng
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Abstract

As an important device for target interception, The seeker is used to search, recognize and track the target autonomously. Infrared semi-strapdown seekers are widely used in applications due to their low cost and small size. However, one non-negligible disadvantage of semi-strapdown infrared seekers is that the observability of target tracking model is poor, especially for the interception of high-speed maneuvering weapons. In this paper, the target tracking model ( i.e., the filtering estimation model) based on the infrared simi-strapdown seeker is established. The observability of the target tracking model is analyzed and the evaluation method of the observability is studied. Simulation results show that the observability of the filtering estimation model can be improved by increasing the relative motion between missile and target which results in faster changes of the line-of-sight (LOS) angle. According to the results on the observability analysis, the desired trajectory is obtained through the design of proper guidance law. Nonlinear filtering algorithm is also introduced for the trajectory design. Simulation experiments are conducted for the integrated filtering and guidance, and simulation results illustrate the effectiveness of the proposed observability enhancement method.
基于红外半捷联导引头的目标跟踪模型的可观测性增强
导引头是一种重要的目标拦截装置,用于对目标进行自主搜索、识别和跟踪。红外半捷联导引头因其成本低、体积小而得到广泛应用。然而,半捷联红外导引头的一个不可忽视的缺点是目标跟踪模型的可观测性差,特别是对高速机动武器的拦截。本文建立了基于红外捷联导引头的目标跟踪模型(即滤波估计模型)。分析了目标跟踪模型的可观测性,研究了可观测性的评价方法。仿真结果表明,增大导弹与目标之间的相对运动可以提高滤波估计模型的可观测性,从而加快视距角的变化速度。根据可观测性分析结果,设计合适的制导律,得到理想的弹道。在弹道设计中引入了非线性滤波算法。仿真实验结果表明,所提出的可观测性增强方法是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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