ORB-SLAM Based Active Disturbance Rejection Control for Quadrotor Autonomous Flight

S. Orozco-Soto, P. Vera-Bustamante, J. M. Ibarra-Zannatha
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引用次数: 1

Abstract

This paper presents the combination of a robust controller with robust visual feedback for autonomous flight of a quadrotor. The proposed control strategy estimates the disturbances and rejects them in real time using visual information from the on-board camera and a robust observer to detect disturbances. The navigation, vision and control algorithms are executed in parallel threads using Robotics Operating System in order to enhance the control system performance. The proposed visual control technique was tested by giving a target pose to the quadrotor, which was successfully reached with acceptable performance even in presence of wind disturbances that are intrinsic of outdoors environments. The satisfactory results showed that the proposed combination of robust control and visual feedback techniques provide a suitable performance for autonomous navigation of quadrotors.
基于ORB-SLAM的四旋翼自主飞行自抗扰控制
提出了将鲁棒控制器与鲁棒视觉反馈相结合的四旋翼飞行器自主飞行控制方法。所提出的控制策略利用机载摄像机的视觉信息和鲁棒观测器来检测干扰,实时估计干扰并抑制干扰。为了提高控制系统的性能,导航、视觉和控制算法在机器人操作系统中并行执行。提出的视觉控制技术通过给四旋翼飞行器一个目标姿态进行了测试,即使在室外环境固有的风干扰存在的情况下,也成功地达到了可接受的性能。实验结果表明,鲁棒控制与视觉反馈相结合的方法能够很好地实现四旋翼飞行器的自主导航。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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