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Adaptive Generalized Dynamic Inversion Based Trajectory Tracking Control of Autonomous Underwater Vehicle

机译:基于自适应广义动态逆的自主水下航行器轨迹跟踪控制。

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This paper presents the two-loops structured control system based on Adaptive Generalized Dynamic Inversion (AGDI) for the position and attitude control of Autonomous Underwater Vehicle (AUV). The outer-loop is responsible to provide the pitch and yaw tilting commands to the inner-loop, which in turns generates the tilting angles that are required to control its position in depth and east directions respectively. In AGDI control, the particular part is formulated by prescribing the constraint differential equations based on the deviation functions of the position coordinates and attitude angles. The control law is realized by inverting the constraint dynamics using Moore-Penrose Generalized Inverse (MPGI). The involved null control vector in the auxiliary part of AGDI is constructed to guarantee global closed loop stability of the linear and angular velocities. The singularity problem is addressed by incorporating a dynamic scaling factor in the expression of MPGI. The integration of an additional term based on Sliding Mode Control with adaptive modulation gain provides robustness against system nonlinearities, uncertainties and tracking performance deterioration due to dynamic scaling, such that semi-global practically stable position and attitude tracking is guaranteed. To demonstrate the tracking performance of the AGDI control, numerical simulations are conducted on six degrees of freedom simulator of the Monterey Bay Aquarium Research Institute (MBARI) AUV, under nominal and perturbed marine conditions.
机译:本文提出了一种基于自适应广义动态反演(AGDI)的两环结构控制系统,用于自主水下航行器(AUV)的位置和姿态控制。外环负责向内环提供俯仰和偏航倾斜命令,内环又产生倾斜角,分别控制其在深度和向东方向上的位置。在AGDI控制中,通过基于位置坐标和姿态角的偏差函数规定约束微分方程来公式化特定零件。控制定律是通过使用Moore-Penrose广义逆(MPGI)反转约束动力学来实现的。 AGDI辅助部分中涉及的空控制向量的构造可确保线性和角速度的全局闭环稳定性。通过在MPGI的表达中加入动态缩放因子来解决奇异性问题。基于滑模控制的附加项与自适应调制增益的集成提供了针对系统非线性,不确定性和由于动态缩放而导致的跟踪性能下降的鲁棒性,从而确保了半全局的实际稳定的位置和姿态跟踪。为了证明AGDI控制的跟踪性能,在标称和扰动的海洋条件下,在蒙特利湾水族馆研究所(MBARI)AUV的六自由度模拟器上进行了数值模拟。

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