Trajectory tracking of quaternion based quadrotor using model predictive control

M. Islam, M. Okasha, M. M. Idres, H. Mansor

Research output: Contribution to journalArticlepeer-review

5 Citations (Scopus)

Abstract

The aim of this paper is to introduce the trajectory tracking with a quaternion based quadrotor operation using model predictive control (MPC). Since the efficacy of MPC on a system under noise and disturbance has been distinguished, it is a fair and successful attempt to apply MPC on the quaternion based quadrotor, which is a quite well-known system with uncertainties during operation. Quaternion approaches singularity-free orientation that is advantageous to design any trajectory for quadrotor wherein roll or pitch angle reaches at 90°. As a quaternion, with its four-tuple characteristics that incorporate vector elements, is different from Eulerangle orientation, a new cost function has been developed for the respective MPC controller. In order to achieve singularity-free orientations and abate the model infidelity of the system, the quaternion and MPC algorithm have been incorporated for quadrotor flight. Simulation based results elucidate the success of trajectory tracking of quaternion based dynamics of quadrotor using MPC approach.

Original languageEnglish
Pages (from-to)125-136
Number of pages12
JournalInternational Journal of Engineering and Technology(UAE)
Volume7
Issue number4
DOIs
Publication statusPublished - 2018
Externally publishedYes

Keywords

  • Cost function
  • MPC
  • Quadrotor
  • Quaternion
  • Tracking

ASJC Scopus subject areas

  • Biotechnology
  • Computer Science (miscellaneous)
  • Environmental Engineering
  • General Chemical Engineering
  • General Engineering
  • Hardware and Architecture

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