Abstract
Currently, the quadcopter Unmanned Aerial Vehicles (UAVs) are playing a significant role in combating the COVID-19 pandemic crisis, which induced the researchers to design robust control techniques. In this paper, a fuzzy PID controller is designed to stabilize and/or track the desired trajectory of the quadcopter UAV. The mathematical model of the quadcopter UAV has been briefly presented, where it has been divided into two portions, the position dynamic and the attitude dynamic subsystems. Subsequently, a robust fuzzy PID controller has been designed for both the inner loop and outer loop to control and stabilize the position and the attitude of the quadcopter, which adaptively manipulate the system's input based on the tracking error. The proposed controller is benchmarked with the conventional PID controller to show the robustness of the fuzzy PID controller. Fuzzy PID controller has been verified through simulation work utilizing Matlab/Simulink, where better performance is achieved compared with the conventional PID controller. It is found that the errors in the quadcopter's attitude and position have been significantly reduced through using fuzzy PID controller by 70% and 87%, respectively.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of |
| Subtitle of host publication | 2020 International Conference on Computer, Control, Electrical, and Electronics Engineering, ICCCEEE 2020 |
| Editors | Dalia Mahmoud, Siddig Gomha, Atif Osman |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| ISBN (Electronic) | 9781728191119 |
| DOIs | |
| State | Published - 26 Feb 2021 |
| Externally published | Yes |
Publication series
| Name | Proceedings of: 2020 International Conference on Computer, Control, Electrical, and Electronics Engineering, ICCCEEE 2020 |
|---|
Bibliographical note
Publisher Copyright:© 2021 IEEE.
Keywords
- Fuzzy PID controller
- PID controller
- Quadcopter UAV
- fuzzy logic
ASJC Scopus subject areas
- Artificial Intelligence
- Hardware and Architecture
- Energy Engineering and Power Technology
- Control and Systems Engineering
- Electrical and Electronic Engineering
- Control and Optimization
- Instrumentation
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