Furuta Pendulum - a Tensor Product Model-based Design Approach Case Study

被引:13
|
作者
Grof, Patricia [1 ]
Yam, Yeung [1 ]
机构
[1] Chinese Univ Hong Kong, Dept Mech & Automat Engn, Hong Kong, Hong Kong, Peoples R China
关键词
Tensor Product model; LMIs; convex optimization; Furuta pendulum;
D O I
10.1109/SMC.2015.458
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The main purpose of this paper to demonstrate how to apply basic convex optimization on robot controller design specifically on the example of the inverted Furuta pendulum. The work shows how convex optimization can be implemented and that the Tensor Product-based approach could be easily applied for robot stabilization. The design stages are shown from the quasi Linear Parameter Varying form of the Lagrange-Euler equations through giving a deeper insight into Tensor Product model transformation until the optimal control problem formulation via Linear Matrix Inequalities. The design method is well supported by TPtool and CVX MatLab toolboxes that are both convenient to use. Numerical simulations have also been performed to show the power of the computational solution of robot stabilization.
引用
收藏
页码:2620 / 2625
页数:6
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