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Fuzzy Modeling of Offensive Maneuvers in an Air-to-Air Combat

机译:空空作战中进攻机动的模糊建模

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In this contribution we propose a new guidance law based on fuzzy logic that can be successfully applied to modeling and generating complicated offensive maneuver in an air combat between two aircraft. Based on human expert's decision-making process, an intelligent based method is proposed to model the maneuvering. Fuzzy "if ... then..." rules are used to represent the pursuer preferences in guiding his/her system. The rules are directly obtained from expert's knowledge. Each rule relates the desired moving directions of the pursuer to the task parameters. The control parameters of the aircraft are computed through a mean square error scheme. A large amount of simulations are used to approve the satisfactory performance of the model. The results show human like maneuvers can be generated by the proposed model.
机译:在这项贡献中,我们提出了一种基于模糊逻辑的新制导律,该制导律可成功地应用于在两架飞机之间的空战中建模和产生复杂的进攻性机动。基于人类专家的决策过程,提出了一种基于智能的机动建模方法。模糊的“如果...则...”规则用于表示追随者在指导他/她的系统中的偏好。这些规则是直接从专家的知识中获得的。每个规则都将追踪器的所需移动方向与任务参数相关联。通过均方误差方案计算飞机的控制参数。大量的模拟用于批准模型的令人满意的性能。结果表明,所提模型可以产生类似人的动作。

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