基于Takagi-Sugeno模糊模型和LMI方法的四旋翼飞行器鲁棒控制

Hyeonbeom Lee, H. Kim
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引用次数: 20

摘要

利用TS (Takagi-Sugeno)模糊模型和LMI(线性矩阵不等式)方法对四旋翼飞行器进行鲁棒控制。TS模糊模型可以用一组局部线性模型有效地表示非线性系统。提出了一种由局部线性模型组成的四分频模糊模型,该模型在不同的工作点有效。同时,采用极点布置法设计了基于lmi的状态反馈控制器。仿真结果表明,与传统的LQR控制器相比,该控制器具有更稳定的跟踪性能。
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Robust control of a quadrotor using Takagi-Sugeno fuzzy model and an LMI approach
This paper presents robust control for a quadrotor using TS (Takagi-Sugeno) fuzzy model and an LMI (Linear Matrix Inequality) approach. TS fuzzy model can provide an effective representation of nonlinear systems with a set of local linear models. We present TS fuzzy model for the quarotor which is composed of local linear models valid in different operation points. Also, a state feedback controller is designed based on LMIs with the pole placement method. Simulation results illustrate the more stable tracking performance of the proposed controller in comparison with a conventional LQR controller.
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