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Visual Servoing for a Quadrotor UAV in Target Tracking Applications.

机译:目标跟踪应用中的四旋翼无人机的视觉伺服。

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摘要

This research study investigates the design and implementation of position-based and image-based visual servoing techniques for controlling the motion of quadrotor unmanned aerial vehicles (UAVs). The primary applications considered are tracking stationary and moving targets. A novel position-based tracking law is developed and integrated with inner loop proportional-integral-derivative control algorithm. A theoretical proof for the stability of the proposed method is provided and numerical simulations are performed to validate the performance of the closed-loop system. A classical image-based visual servoing technique is also implemented and a modification of the classical method is suggested to reduce the undesirable effects due to the underactuated quadrotor system. Finally, the case when the quadrotor loses sight of the target is investigated and several solutions are proposed to help maintain the view of the target.
机译:这项研究研究了基于位置和基于图像的视觉伺服技术的设计和实现,以控制四旋翼无人机的运动。考虑的主要应用是跟踪固定和移动目标。提出了一种新颖的基于位置的跟踪律,并与内环比例-积分-微分控制算法集成在一起。提供了所提方法稳定性的理论证明,并进行了数值模拟,以验证闭环系统的性能。还实现了基于图像的经典视觉伺服技术,并建议对经典方法进行修改,以减少由于欠驱动四旋翼系统而产生的不良影响。最后,研究了四旋翼无法看到目标的情况,并提出了几种解决方案来帮助维持目标的视野。

著录项

  • 作者

    Popova, Marinela Georgieva.;

  • 作者单位

    University of Toronto (Canada).;

  • 授予单位 University of Toronto (Canada).;
  • 学科 Aerospace engineering.
  • 学位 M.A.S.
  • 年度 2015
  • 页码 92 p.
  • 总页数 92
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:52:50

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