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A full authority helicopter adaptive neuro-controller

机译:全权直升机自适应神经控制器

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This paper treats the development of a full authority, six degree of freedom controller for rotorcraft which provides autonomous, high performance, robust tracking of a specified trajectory. The nominal controller is a two time scale input-output-linearizing controller which exploits the well known nonlinearities in the equations of motion, but ignores the variations in the aerodynamically varying quantities. The nominal controller is enhanced with a simple two layer adaptive neural network which accommodates for the variations in the dynamics and guarantees ultimate boundedness of the tracking errors in closed loop. Simulation results are presented employing a high fidelity simulation for the Apache helicopter which has been validated at several flight conditions against flight test data.
机译:本文讨论了用于旋翼飞机的完全授权,六自由度控制器的开发,该控制器可对指定轨迹提供自主,高性能,鲁棒性跟踪。标称控制器是两个时标输入输出线性化控制器,它利用运动方程中众所周知的非线性特性,但忽略了空气动力学变化量的变化。标称控制器通过简单的两层自适应神经网络进行了增强,该神经网络适应了动态变化,并保证了闭环中跟踪误差的最终有界性。通过对Apache直升机进行高保真度仿真,给出了仿真结果,该仿真结果已在多种飞行条件下针对飞行测试数据进行了验证。

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