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Position and Attitude Control Based on Single Neuron PID With Gravity Compensation for Quad Rotor UAV

Authors :
Haitao Zhang
Lulu Yang
Source :
Journal of Aerospace Technology and Management, Vol 15 (2023)
Publication Year :
2023
Publisher :
Instituto de Aeronáutica e Espaço (IAE), 2023.

Abstract

Aimed at the deficiency of existing PID controller for quad rotor UAV, a single neuron PID controller with gravity compensation is presented. After using feed forward control to compensate gravity, the position loop adopts PID control to ensure control accuracy, while the attitude loop adopts single neuron control to increase adaptive ability. Then, by using Matlab/simulink simulation software, the position control of quad rotor UAV is carried out, and the simulation result shows, compared with the traditional double closed loop PID controller, the control algorithm based on the Single Neuron adaptive PID with gravity compensation can effectively improve the robustness and adaptability of the quad rotor UAV system.

Details

Language :
English
ISSN :
21759146
Volume :
15
Database :
Directory of Open Access Journals
Journal :
Journal of Aerospace Technology and Management
Publication Type :
Academic Journal
Accession number :
edsdoj.1b54268bb2c44bc18bea42bed8b6edde
Document Type :
article