Litcius/Paper detail

Real-time robust tracking control for a quadrotor using monocular vision

Jesús-Renato Montoya-Morales, ME Guerrero-Sánchez, Guillermo Valencia‐Palomo, Omar Hernández‐González, FR López-Estrada, José A. Hoyo-Montaño

2023Proceedings of the Institution of Mechanical Engineers Part G Journal of Aerospace Engineering16 citationsDOI

Abstract

In this paper, the autonomous trajectory-tracking problem for an Unmanned Aerial Vehicle (UAV) based on Sliding Mode Control (SMC) algorithms is treated. The control system is implemented in real-time to stabilize a commercial AR.Drone 2.0 quadrotor using monocular vision. The under-actuated mathematical model is based on the Newton-Euler formulation. The algorithm allows the stabilization of the quadrotor in all its states under the simultaneous effect of parametric uncertainties and constant external disturbances. The vision algorithm uses a monocular camera to estimate the vehicle’s position. The experimental test results and numerical simulations show the effectiveness and robustness of the proposed controller.

Topics & Concepts

Robustness (evolution)Control theory (sociology)Parametric statisticsMonocular visionMonocularComputer scienceEuler anglesComputer visionArtificial intelligenceTracking (education)Control (management)MathematicsChemistryGeneBiochemistryPsychologyStatisticsGeometryPedagogyAdaptive Control of Nonlinear SystemsAdvanced Vision and ImagingRobotics and Sensor-Based Localization