Implementation of a Low-cost Prototype of Twin Rotor for academic studies in identification, optimal control and stochastic filtering

M. O. F. D. Oliveira, Marcos R. Fernandes, R. F. Souto
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引用次数: 1

Abstract

This paper presents some design aspects related to the construction of a Low-cost Prototype of Twin Rotor MIMO System (TRMS) for the purpose of academic studies. Filtering and data fusion are used to extract reliable angles measurements from the sensors. The mathematical modeling of the prototype is done, and its parameters are obtained with linear identification, allowing the design of a feedback LQG controller. The proposed LQG controller is compared with a PID controller tuned by Genetic Algorithm (GA) in preliminary tracking experiments. The advantages of the LQG control is showed both in simulation and on the real set-up.
用于辨识、最优控制和随机滤波学术研究的低成本双转子样机的实现
本文介绍了双转子多输入多输出系统(TRMS)低成本样机的设计要点,以供学术研究之用。采用滤波和数据融合的方法从传感器中提取可靠的角度测量值。对样机进行了数学建模,并对样机参数进行了线性辨识,从而设计了反馈LQG控制器。在初步跟踪实验中,将所提出的LQG控制器与遗传算法调谐的PID控制器进行了比较。LQG控制的优点在仿真和实际安装中都得到了体现。
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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