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LMI-based LSVF control of a class of nonlinear systems with parametric uncertainty: an application to an inverted pendulum system

机译:一类具有参数不确定性的非线性系统的基于LMI的LSVF控制:在倒立摆系统中的应用

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摘要

This work centres around the stabilisation of a nonlinear system containing parametric uncertainty using a new Control Lyapunov Function (using Lie derivatives) which comes up with a linear matrix inequality-based design. The paper has three major contributions. The first one is an extension of a theorem proposed to find the convex-concave bounds of nonlinear function towards robustness. With some restrictions in the structure of the uncertainty, the theory developed heremay be applied to find out the bounds of any nonlinear function with uncertainty. The next one is themain contribution of this paper in which the form of the control law obtained is linear and has several advantages from a practical point of view over almost all other nonlinear control techniques. The third one is the expansion of the proposed control scheme towards underactuated systems. To show the effectiveness of the proposed theory the controller design is attempted for both the traditional cart inverted pendulum and the more complex mobile wheeled inverted pendulum model.
机译:这项工作的重点是使用新的Control Lyapunov函数(使用Lie导数)对包含参数不确定性的非线性系统进行稳定化,该函数具有基于线性矩阵不等式的设计。该论文有三个主要贡献。第一个是对一个定理的扩展,该定理被提出来寻找非线性函数的凸凹边界对鲁棒性。在不确定性的结构有一定限制的情况下,本文开发的理论可用于找出具有不确定性的任何非线性函数的界限。下一个是本文的主要贡献,其中获得的控制律形式是线性的,从实用的角度来看,与几乎所有其他非线性控制技术相比,它具有许多优点。第三个是将建议的控制方案扩展到驱动不足的系统。为了展示所提出理论的有效性,尝试对传统的手推车倒立摆和更复杂的移动轮式倒立摆模型进行控制器设计。

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