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Neural adaptive attitude tracking controller for flexible spacecraft

机译:挠性航天器的神经自适应姿态跟踪控制器

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In this paper,a neural network adaptive controller is proposed for attitude tracking of flexible spacecraft in presence of unknown inertial matrix and external disturbance.In this approach,neural network technique is employed to approximate the unknown system dynamics with finite combinations of some basis functions,and a robust controller is also designed to attenuate the effect of approximation error,more specially,the knowledge of angular velocity is not required.In the closed-loop system,Lyapunov stability analysis shows that the attitude trajectories asymptotically follow the reference output trajectories.Finally,simulation results are presented for the attitude tracking of a flexible spacecraft to show the excellent performance of the proposed controller and illustrate its robustness in face of external disturbances and unknown dynamics.
机译:本文提出了一种神经网络自适应控制器,用于在未知惯性矩阵和外部干扰存在的情况下对挠性航天器的姿态进行跟踪。在这种方法中,采用神经网络技术以一些基本函数的有限组合近似未知系统的动力学,并设计了鲁棒的控制器来减小近似误差的影响,更具体地说,不需要角速度的知识。在闭环系统中,Lyapunov稳定性分析表明姿态轨迹渐近地遵循参考输出轨迹。给出了用于挠性航天器姿态跟踪的仿真结果,以显示所提出的控制器的出色性能并说明其在面对外部干扰和未知动力学时的鲁棒性。

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