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前馈非线性系统的全局调节:一种基于逻辑切换增益的方法

Global Regulation of Feedforward Nonlinear Systems: A Logic-Based Switching Gain Approach

IEEE Transactions on Cybernetics · 2024
被引 7
ABS 3

中文导读

针对一类允许未知输入输出依赖非线性增长率的前馈非线性系统,提出一种基于逻辑切换增益的方法,通过嵌入tanh型速度调节函数改善收敛速度和瞬态性能,实现全局调节。

Abstract

In this article, we investigate the global regulation problem for a class of feedforward nonlinear systems. Notably, the systems under consideration allow unknown input-output-dependent nonlinear growth rates, which has not been considered in existing works. A novel logic-based switching (LBS) gain approach is proposed to counteract the system uncertainties and nonlinearities. The key idea of the proposed approach is that whenever the Lyapunov function does not decrease as desired, the switching mechanism is activated so that a new gain is adopted. Furthermore, a tanh-type speed-regulation function is embedded into the switching mechanism for the first time to improve the convergence speed and transient performance. Then, a switching adaptive output feedback (SAOF) controller, which is of concise form and low complexity, is proposed based on the developed switching mechanism. It is shown that the objective of global regulation is achieved with faster convergence speed and better transient performance under the proposed controller. Moreover, it is also shown that the proposed control approach can be extended with the enhanced switching mechanism to deal with feedforward nonlinear systems with external disturbances. Finally, numerical examples are presented to demonstrate the effectiveness and advantages of our approach in comparison with the existing approaches.

控制理论非线性系统自适应控制切换控制