面向三维空间轨迹跟踪的滑动机器鱼反步控制

Demetris Coleman, Xiaobo Tan
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引用次数: 2

摘要

自主水下滑翔机已经成为有价值的、节能的工具,用于无数的应用,包括海洋勘探、鱼类跟踪和环境采样。许多应用,如探索大面积水下废墟或在珊瑚礁中导航,都将受益于精确的轨迹跟踪。然而,由于水下滑翔机的欠驱动、非线性动力学,其轨迹跟踪控制尤其具有挑战性。以滑动机器鱼为例,本文提出了一种基于后退的滑动运动控制器,用于在三维空间中跟踪所需的俯仰角和位置参考。特别是,通过利用耦合动力学和引入一个新的修正误差项来解决欠驱动的挑战,该误差项结合了俯仰和水平位置跟踪误差。通过仿真验证了所提控制方案的有效性,并与PID控制器进行了比较。
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Backstepping Control of Gliding Robotic Fish for Trajectory Tracking in 3D Space
Autonomous underwater gliders have become valuable, energy-efficient tools for a myriad of applications including ocean exploration, fish tracking, and environmental sampling. Many applications, such as, exploring a large area of underwater ruins or navigating through a coral reef, would benefit from fine trajectory tracking. However, trajectory tracking control of underwater gliders is particularly challenging due to their under-actuated, nonlinear dynamics. Taking gliding robotic fish as an example, in this work we propose a backstepping-based controller for the gliding motion to track a desired reference for the pitch angle and position in the 3D space. In particular, the challenge of under-actuation is addressed by exploiting the coupled dynamics and introducing a new modified error term that combines pitch and horizontal position tracking errors. The effectiveness of the proposed control scheme is demonstrated via simulation and its advantages are shown via comparison with a PID controller.
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