Robust and resilient state-dependent control of continuous-time nonlinear systems with general performance criteria

Xin Wang, E. Yaz, James Long
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引用次数: 12

Abstract

A novel state-dependent control approach for continuous-time nonlinear systems with general performance criteria is presented in this paper. This controller is optimally robust for model uncertainties and resilient against control feedback gain perturbations in achieving general performance criteria to secure quadratic optimality with inherent asymptotic stability property together with quadratic dissipative type of disturbance reduction. For the system model, unstructured uncertainty description is assumed, which incorporates commonly used types of uncertainties, such as norm-bounded and positive real uncertainties as special cases. By solving a state-dependent linear matrix inequality at each time, sufficient condition for the control solution can be found which satisfies the general performance criteria. The results of this paper unify existing results on nonlinear quadratic regulator, H∞ and positive real control. The efficacy of the proposed technique is demonstrated by numerical simulations of the nonlinear control of the inverted pendulum on a cart system.
具有一般性能准则的连续非线性系统的鲁棒和弹性状态相关控制
针对具有一般性能准则的连续非线性系统,提出了一种新的状态相关控制方法。该控制器对模型不确定性具有最优鲁棒性,对控制反馈增益扰动具有最优弹性,达到一般性能标准,以保证具有固有渐近稳定性的二次最优性和二次耗散型扰动减少。对于系统模型,假设非结构化不确定性描述,其中包含常用的不确定性类型,如范数有界不确定性和正实不确定性作为特殊情况。通过每次求解一个状态相关的线性矩阵不等式,可以找到控制解满足一般性能准则的充分条件。本文的研究结果统一了非线性二次型调节器、H∞和正实控制的现有研究结果。通过对推车系统倒立摆非线性控制的数值仿真,验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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