Improving disturbance rejection capability for a quadcopter UAV system using self-regulating fuzzy PID controller

The quadcopter model is one of the most versatile flying machines nowadays. However, it is an under-Actuated, highly non-linear, and coupling system. It is also sensitive to external disturbances and uncertainties while trajectory tracking. Thus, in this study, a robust control method for the quadco...

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Main Authors: Abdelmaksoud, Sherif I., Mailah, Musa, Abdallah, Ayman M.
Format: Conference or Workshop Item
Published: 2021
Subjects:
Online Access:http://eprints.utm.my/id/eprint/98032/
http://dx.doi.org/10.1109/ICCCEEE49695.2021.9429661
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spelling my.utm.980322022-11-23T07:12:55Z http://eprints.utm.my/id/eprint/98032/ Improving disturbance rejection capability for a quadcopter UAV system using self-regulating fuzzy PID controller Abdelmaksoud, Sherif I. Mailah, Musa Abdallah, Ayman M. TJ Mechanical engineering and machinery The quadcopter model is one of the most versatile flying machines nowadays. However, it is an under-Actuated, highly non-linear, and coupling system. It is also sensitive to external disturbances and uncertainties while trajectory tracking. Thus, in this study, a robust control method for the quadcopter system was proposed to improve system stability and disturbances rejection capability by utilizing a Self-Regulating (SR) Fuzzy Proportional-Integral-Derivative (FPID) control system, to be known as (SR-FPID) scheme. The proposed control system was designed based on the Fuzzy Logic (FL) to provide the automatic tuning of the PID control parameters based on various operating and loading requirements. The simulated results reveal the efficiency and robustness of the SR-FPID scheme in significantly improving the disturbance rejection capability and reducing the percentages of the settling time and the peak time of at least 97% in the presence of various forms of external perturbations. 2021 Conference or Workshop Item PeerReviewed Abdelmaksoud, Sherif I. and Mailah, Musa and Abdallah, Ayman M. (2021) Improving disturbance rejection capability for a quadcopter UAV system using self-regulating fuzzy PID controller. In: 2020 International Conference on Computer, Control, Electrical, and Electronics Engineering, ICCCEEE 2020, 26 - 28 February 2021, Khartoum, Sudan. http://dx.doi.org/10.1109/ICCCEEE49695.2021.9429661
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
Abdelmaksoud, Sherif I.
Mailah, Musa
Abdallah, Ayman M.
Improving disturbance rejection capability for a quadcopter UAV system using self-regulating fuzzy PID controller
description The quadcopter model is one of the most versatile flying machines nowadays. However, it is an under-Actuated, highly non-linear, and coupling system. It is also sensitive to external disturbances and uncertainties while trajectory tracking. Thus, in this study, a robust control method for the quadcopter system was proposed to improve system stability and disturbances rejection capability by utilizing a Self-Regulating (SR) Fuzzy Proportional-Integral-Derivative (FPID) control system, to be known as (SR-FPID) scheme. The proposed control system was designed based on the Fuzzy Logic (FL) to provide the automatic tuning of the PID control parameters based on various operating and loading requirements. The simulated results reveal the efficiency and robustness of the SR-FPID scheme in significantly improving the disturbance rejection capability and reducing the percentages of the settling time and the peak time of at least 97% in the presence of various forms of external perturbations.
format Conference or Workshop Item
author Abdelmaksoud, Sherif I.
Mailah, Musa
Abdallah, Ayman M.
author_facet Abdelmaksoud, Sherif I.
Mailah, Musa
Abdallah, Ayman M.
author_sort Abdelmaksoud, Sherif I.
title Improving disturbance rejection capability for a quadcopter UAV system using self-regulating fuzzy PID controller
title_short Improving disturbance rejection capability for a quadcopter UAV system using self-regulating fuzzy PID controller
title_full Improving disturbance rejection capability for a quadcopter UAV system using self-regulating fuzzy PID controller
title_fullStr Improving disturbance rejection capability for a quadcopter UAV system using self-regulating fuzzy PID controller
title_full_unstemmed Improving disturbance rejection capability for a quadcopter UAV system using self-regulating fuzzy PID controller
title_sort improving disturbance rejection capability for a quadcopter uav system using self-regulating fuzzy pid controller
publishDate 2021
url http://eprints.utm.my/id/eprint/98032/
http://dx.doi.org/10.1109/ICCCEEE49695.2021.9429661
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score 13.159267