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Modeling and Simulation of Quadcopter Using Self-tuning Fuzzy-PI Controller

  • Arezki Fekik*
  • , Ahmad Taher Azar
  • , Mohamed Lamine Hamida
  • , Hakim Denoun
  • , Sabrina Mohandsaidi
  • , Amar Bousbaine
  • , Nashwa Ahmad Kamal
  • , Ibraheem Kasim Ibraheem
  • , Amjad J. Humaidi
  • , Ammar K. Al Mhdawi
  • , Alaa Khamis
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

19 Scopus citations

Abstract

Helicopters, commonly known as quadrotors (UAVs), are popular unmanned aerial vehicles. Despite their small size and high stability, they are used in a variety of applications. This chapter presents the fundamental principles for modeling and controlling quadcopters that will form the basis for future research and development in the field of drones. The problem is addressed on two fronts; first, the mathematical dynamic models are developed, and second, the trajectory of the quadcopter is stabilized and controlled. IMUs (Inertial Measurement Units) consist of accelerometers and gyroscopes and constitute the core of the system. In order to fly the quadcopter in six directions, it is necessary to determine the orientation of the system and control the speed of four BLDC motors. A Matlab/Simulink analysis of the quadcopter is performed. A self-tuning fuzzy-PI regulator is used to control the quadcopter’s pitch, roll, and yaw. It was evaluated whether the quadcopter controller was effective and efficient, and the desired outputs were discussed.

Original languageEnglish
Title of host publicationStudies in Computational Intelligence
PublisherSpringer Science and Business Media Deutschland GmbH
Pages231-251
Number of pages21
DOIs
StatePublished - 2023
Externally publishedYes

Publication series

NameStudies in Computational Intelligence
Volume1090
ISSN (Print)1860-949X
ISSN (Electronic)1860-9503

Bibliographical note

Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

Keywords

  • Fuzzy-PI controller
  • Inertial measurement unit
  • Quadcopter
  • Self-tuning
  • Unmanned aerial vehicles

ASJC Scopus subject areas

  • Artificial Intelligence

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