Performance evaluation of linear quadratic regulator and linear quadratic Gaussian controllers on quadrotor platform

Islam, Maidul and Okasha, Mohamed Elsayed Aly Abd Elaziz and Sulaeman, Erwin and Fatai, Sado and Legowo, Ari (2019) Performance evaluation of linear quadratic regulator and linear quadratic Gaussian controllers on quadrotor platform. International Journal of Recent Technology and Engineering (IJRTE), 7 (6S). pp. 191-195. ISSN 2277-3878 E-ISSN 2249-8958

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Abstract

The purpose of this article is to evaluate the performances of the three different controllers such as Linear Quadratic Regulator (LQR), 1-DOF (Degree of Freedom) Linear Quadratic Gaussian (LQG) and 2-DOF LQG based on Quadrotor trajectory tracking and control effort. The basic algorithm of these three controllers are almost same but arrangement of some additional features, such as integral part and Kalman filter in the 1-DOF and 2-DOF LQG, make these two LQG controllers more robust comparing to LQR. Circular and Helical trajectories have been adopted in order to investigate the performances of the controllers in MATLAB/Simulink environment. Remarkably the 2-DOF LQG ensures its highly robust performance when system was considered under uncertainties. In order to investigate the tracking performance of the controllers, Root Mean Square Error (RMSE) method is adopted. The 2-DOF LQG significantly ensures that the error is less than 5% RMSE and maintains stable control input continuously.

Item Type:	Article (Journal)
Additional Information:	6427/73129
Uncontrolled Keywords:	LQR; LQG; Quadrotor; trajectory tracking; noise and disturbance rejection; controller robustness.
Subjects:	T Technology > TL Motor vehicles. Aeronautics. Astronautics > TL500 Aeronautics
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Engineering Kulliyyah of Engineering > Department of Mechanical Engineering
Depositing User:	Dr Erwin Sulaeman
Date Deposited:	12 Jul 2019 09:44
Last Modified:	12 Jul 2019 09:54
URI:	http://irep.iium.edu.my/id/eprint/73129

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