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Three-dimensional fuzzy control of mini quadrotor UAV trajectory tracking under impact of wind disturbance

机译:风力扰动下微型四旋翼无人机航迹跟踪的三维模糊控制

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Nowadays, due to advantages of maneuverability, portability and low cost, the mini quadrotor unmanned aerial vehicle (UAV) catches much attention. In some special applications such as narrow space search, stealth detection and cooperative detection in huge region, the mini quadrotor UAV is more suitable than a big one. However, light weight and mini size lead to phenomenon that it is hard for mini quadrotor UAV to use complex control method. Besides, the performance of wind resistant is significant for practicability. In this paper, the under-actuated dynamics, strong nonlinear and coupling characteristics has been analyzed. After that, we propose a three-dimensional fuzzy PID control method for stabilizing attitude control and precise trajectory tracking control. The error, derivative of the error and the second order derivative of the error are the three-dimensional inputs of the controller. After using Simulink, the result shows that the proposed control method realizes precise trajectory tracking and robust attitude control. Furthermore, a kind of turbulent wind field, generated based on Dryden model, is added to disturb the control process. This study shows that three-dimensional fuzzy control method is better than the conventional fuzzy PID method under impact of wind disturbance. Finally, the results prove that our proposed control method has both excellent static and dynamic characteristics.
机译:如今,由于其机动性,便携性和低成本优势,微型四旋翼无人机(UAV)备受关注。在狭窄空间搜索,隐身检测和大范围协作检测等特殊应用中,微型四旋翼无人机比大型四旋翼无人机更适合。然而,重量轻,体积小导致微型四旋翼无人机难以使用复杂的控制方法的现象。此外,防风性能对于实用性也很重要。本文分析了欠驱动动力学,强非线性和耦合特性。此后,我们提出了一种用于稳定姿态控制和精确轨迹跟踪控制的三维模糊PID控制方法。误差,误差的导数和误差的二阶导数是控制器的三维输入。使用Simulink后,结果表明所提出的控制方法实现了精确的轨迹跟踪和鲁棒的姿态控制。此外,添加了一种基于Dryden模型生成的湍流风场,以扰乱控制过程。研究表明,在风扰作用下,三维模糊控制方法优于传统的模糊PID控制方法。最后,结果证明了我们提出的控制方法具有优良的静态和动态特性。

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