Adaptive Control for a Class of Multi-Input Multi-Output Plants With Arbitrary Relative Degree

被引:12
作者
Qu, Zheng [1 ]
Thomsen, Benjamin T. [1 ]
Annaswamy, Anuradha M. [1 ]
机构
[1] MIT, Dept Mech Engn, Cambridge, MA 02139 USA
关键词
Adaptation models; Atmospheric modeling; Uncertainty; Actuators; Control design; Computational modeling; MIMO communication; Adaptive control; arbitrary relative degree; computational simplicity; multi-input multi-output (MIMO); very flexible aircraft (VFA); MULTIVARIABLE SYSTEMS; DESIGN;
D O I
10.1109/TAC.2019.2941420
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a new adaptive output-feedback controller for a class of multi-input multi-output linear plant models with relative degree three or higher is developed. The adaptive controller includes a baseline design based on observers and parameter adaptation based on a modified closed-loop reference model. The overall design guarantees stability and tracking performance in the presence of large parametric uncertainties that are common in aircraft models with actuator dynamics. The requisite controller has a computational complexity that is an order of magnitude lower than that of a classical model reference adaptive controller. The proposed adaptive controller is evaluated using a model of a very flexible aircraft with second-order actuator dynamics and parametric uncertainties, and demonstrates stable command tracking behavior in scenarios that cause the failure of an linear quadratic regulator controller and an adaptive controller with a first-order actuator model.
引用
收藏
页码:3023 / 3038
页数:16
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