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Nonlinear multiple-input-multiple-output adaptive backstepping control of underwater glider systems

机译:水下滑翔机系统的非线性多输入 - 多输出自适应反向控制

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摘要

In this article, an adaptive backstepping control is proposed for multi-input and multi-output nonlinear underwater glider systems. The developed method is established on the basis of the state-space equations, which are simplified from the full glider dynamics through reasonable assumptions. The roll angle, pitch angle, and velocity of the vehicle are considered as control objects, a Lyapunov function consisting of the tracking error of the state vectors is established. According to Lyapunov stability theory, the adaptive control laws are derived to ensure the tracking errors asymptotically converge to zero. The proposed nonlinear MIMO adaptive backstepping control (ABC) scheme is tested to control an underwater glider in saw-toothmotion, spiral motion, and multimode motion. The linear quadratic regular (LQR) control scheme is described and evaluated with the ABC for the motion control problems. The results demonstrate that both control strategies provide similar levels of robustness while using the proposed ABC scheme leads to the more smooth control efforts with less oscillatory behavior.
机译:在本文中,提出了一种用于多输入和多输出非线性水下滑翔机系统的自适应BackStepping控制。基于状态空间方程建立开发的方法,这些方法通过合理的假设从完全滑翔机动态中简化。车辆的辊角,俯仰角和速度被认为是控制对象,建立了由状态向量的跟踪误差组成的Lyapunov函数。根据Lyapunov稳定性理论,推导了自适应控制法,以确保渐近地收敛到零的跟踪误差。建议的非线性MIMO自适应BackStepping控制(ABC)方案进行了测试,以控制锯齿道,螺旋运动和多模运动中的水下滑翔机。用ABC描述和评估线性二次常规(LQR)控制方案进行运动控制问题。结果表明,在使用所提议的ABC方案的同时,这两个控制策略都提供了类似的鲁棒性水平,导致更平稳的控制力,振荡行为较少。

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