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A Robust Inner and Outer Loop Control Method for Trajectory Tracking of a Quadrotor

机译:四旋翼轨迹跟踪的鲁棒内外环控制方法

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摘要

In order to achieve the complicated trajectory tracking of quadrotor, a geometric inner and outer loop control scheme is presented. The outer loop generates the desired rotation matrix for the inner loop. To improve the response speed and robustness, a geometric SMC controller is designed for the inner loop. The outer loop is also designed via sliding mode control (SMC). By Lyapunov theory and cascade theory, the closed-loop system stability is guaranteed. Next, the tracking performance is validated by tracking three representative trajectories. Then, the robustness of the proposed control method is illustrated by trajectory tracking in presence of model uncertainty and disturbances. Subsequently, experiments are carried out to verify the method. In the experiment, ultra wideband (UWB) is used for indoor positioning. Extended Kalman Filter (EKF) is used for fusing inertial measurement unit (IMU) and UWB measurements. The experimental results show the feasibility of the designed controller in practice. The comparative experiments with PD and PD loop demonstrate the robustness of the proposed control method.
机译:为了实现四旋翼的复杂轨迹跟踪,提出了一种几何内外环控制方案。外环为内环生成所需的旋转矩阵。为了提高响应速度和鲁棒性,为内部回路设计了几何SMC控制器。外环也通过滑模控制(SMC)设计。利用李雅普诺夫理论和级联理论,可以保证闭环系统的稳定性。接下来,通过跟踪三个代表性轨迹来验证跟踪性能。然后,在存在模型不确定性和扰动的情况下,通过轨迹跟踪来说明所提出的控制方法的鲁棒性。随后,进行实验以验证该方法。在实验中,超宽带(UWB)用于室内定位。扩展卡尔曼滤波器(EKF)用于融合惯性测量单位(IMU)和UWB测量。实验结果表明了所设计控制器的实用性。 PD和PD回路的对比实验证明了所提出控制方法的鲁棒性。

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