外部扰动下水下无人航行器鲁棒快速轨迹跟踪控制

Robust and Fast Trajectory Tracking Control of UUVs with External Disturbances

  • 摘要: 摘 要:【目的】针对外部扰动下水下无人航行器(UUV)的高性能轨迹跟踪控制问题,设计了一种基于非线性扰动观测器(NDOB)的非奇异积分终端滑模控制(NITSMC)方法。【方法】首先,建立了包含集总扰动的UUV动力学方程。然后,设计了NDOB对集总扰动进行观测,并基于扰动观测值设计了NITSMC方法,有效补偿了集总扰动,实现了对期望轨迹的快速高精度跟踪。最后,通过与积分滑模控制(ISMC)和PID控制方法的对比仿真验证所设计的NDOB-NITSMC控制方法的有效性和优越性,并且通过水池试验验证NDOB-NITSMC方法的有效性和实用性。【结果】NDOB-NITSMC方法保证BlueROV2的位置姿态误差在8 s以内收敛到零附近的小邻域内,四个自由度的位姿的均方根误差(RMSEs)分别为0.31 cm,0.22 cm,0.29 cm,0.23°。收敛速度和控制精度均优于ISMC和PID控制方法。在水池试验中,NDOB-NITSMC方法保证BlueROV2的位姿误差在15 s以内收敛到零附近的小邻域内,四个自由度的位姿误差的RMSEs分别为2.31 cm,2.56 cm,2.17 cm,1.11° 。且控制输入较为平滑,确保了实际工程应用。【结论】所提出的基于NDOB的NITSMC方法能够有效解决外部扰动下水下无人航行器的高性能轨迹跟踪控制问题,并具有良好的工程应用前景。

     

    Abstract: Abstract:Objectives To address the high-performance trajectory tracking control problem for the unmanned underwater vehicle (UUV) under external disturbances, this paper proposes a non-singular integral terminal sliding mode control (NITSMC) scheme based on a nonlinear disturbance observer (NDOB). Methods First, the dynamic equation of UUV with lumped disturbances is established. Then, an NDOB is designed to estimate the lumped disturbances, and based on the disturbances estimation, an NITSMC law is designed. This effectively compensates for the disturbances and achieves fast and precise tracking of the desired trajectory. Finally, the effectiveness and superiority of the designed NDOB-NITSMC control scheme are validated through comparative simulations against the integral sliding mode control (ISMC) and PID control methods. Additionally, the effectiveness and practicality of NDOB-NITSMC are confirmed through water tank experiments. Results In high-fidelity simulations, the NDOB-NITSMC scheme ensures that the positions and yaw angle errors can converge to a small neighborhood around zero within 8 s, with root mean squared errors (RMSEs) of 0.31 cm, 0.22 cm, 0.29 cm, and 0.23° , respectively. The convergent speed and control accuracy surpass those of ISMC and PID control methods. In water tank experiments, NDOB-NITSMC can ensure the positions and yaw angle errors can converge to a small neighborhood around zero within 15 s, with RMSEs of 2.31 cm, 2.56 cm, 2.17 cm, and 1.11°, respectively. Additionally, the control inputs are smooth, ensuring suitability for practical engineering applications. Conclusions The proposed NDOB-NITSMC scheme effectively addresses the high-performance trajectory tracking control problem for UUV under external disturbances and demonstrates promising prospects for engineering applications.

     

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