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Vision-Based Automatic Approach and Landing of Fixed-Wing Aircraft Using a Dense Visual Tracking

机译:使用密集视觉跟踪的基于视觉的固定翼飞机自动进近和着陆

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摘要

This paper presents a feasibility study of a vision-based autonomous approach and landing for an aircraft using a direct visual tracking method. Auto-landing systems based on the Instrument Landing System (ILS) have already proven their importance through decades but general aviation stills without cost-effective solutions for such conditions. However, vision-based systems have shown to have the adequate characteristics for the positioning relatively to the landing runway. In the present paper, rather than points, lines or other features susceptible of extraction and matching errors, dense information is tracked in the sequence of captured images using an Efficient Second-Order Minimization (ESM) method. An optimal control design is then proposed using the homogra-phy matrix as visual information in two distinct approaches: position-based visual servoing (PBVS) and image-based visual servoing (IBVS). To illustrate the proposed concepts, simulation results under realistic atmospheric disturbances are presented.
机译:本文提出了一种基于视觉的自主进场和采用直接视觉跟踪方法降落飞机的可行性研究。几十年来,基于仪表着陆系统(ILS)的自动着陆系统已经证明了其重要性,但是通用航空仍然没有针对这种情况的经济高效解决方案。然而,基于视觉的系统已经显示出相对于着陆跑道的定位具有足够的特性。在本文中,不是使用容易提取和匹配错误的点,线或其他特征,而是使用有效的二阶最小化(ESM)方法在捕获的图像序列中跟踪密集信息。然后,以两种不同的方法将同构矩阵用作视觉信息,提出了一种最优控制设计:基于位置的视觉伺服(PBVS)和基于图像的视觉伺服(IBVS)。为了说明所提出的概念,给出了在实际大气干扰下的仿真结果。

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