高超音速飞行器的神经网络跟踪控制

Neural network tracking control of hypersonic vehicle

针对最小相位高超音速飞行器非线性系统的调节器方程无法求出解析解的情况,提出利用三层神经网络来近似输出反馈控制器中的前馈函数的方法,得到基于神经网络的输出反馈控制器可以解决高超音速飞行器系统的跟踪控制问题的结论.

In view of the fact that the regulator equation of non-minimum phase hypersonic vehicle nonlinear system cannot be solved analytically,a method of using a three-layer neural network to approximate the feedforward function in the output feedback controller is proposed,and it is obtained that the output feedback controller based on the neural network can solve the tracking control problem of hypersonic vehicle systems.