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Three-dimensional target tracking strategy based on guidance laws and optimal information fusion

机译:基于指导法和最优信息融合的三维目标跟踪策略

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摘要

This paper presents a method for pursuer to track a moving target in a three-dimensional space. The method is based on the guidance laws combined with the kinematics equations of the pursuer and the target. The maneuvers of the target are prior unknown to the pursuer. Guidance laws used for tracking are the deviated pursuit and the proportional navigation, and the method presents a family of navigation laws resulting in a rich behavior for different parameters. For the three-dimensional scenario, two cases-not presenting interference and presenting interference are considered. In the absence of interference, the control strategy is proposed to implement the problem of tracking. In the presence of interference, an optimal information fusion Kalman filter weighted by scalars and guidance laws are combined to improve the trajectory tracking precision, and the combination can enrich the application range of information fusion and guidance laws. Simulations are conducted to demonstrate the effectiveness and reliability of the proposed control strategy.
机译:本文提出了一种追踪器在三维空间中跟踪运动目标的方法。该方法基于制导律,结合追踪器和目标的运动学方程。追击者事先不知道目标的机动情况。用于跟踪的制导律是偏离追踪和比例导航,该方法提出了一系列导航律,从而在不同参数下产生丰富的行为。对于三维场景,考虑了两种情况:不呈现干扰和呈现干扰。在没有干扰的情况下,提出了控制策略来实现跟踪问题。在存在干扰的情况下,将标量加权的最优信息融合卡尔曼滤波器与制导律相结合,提高了弹道跟踪精度,丰富了信息融合与制导律的应用范围。通过仿真验证了该控制策略的有效性和可靠性。

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