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Multi-resolution Visual Positioning and Navigation Technique for Unmanned Aerial System Landing Assistance

机译:无人机着陆辅助的多分辨率视觉定位导航技术

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摘要

To achieve more accurate navigation performance in the landing process, a multi-resolution visual positioning technique is proposed for landing assistance of an Unmanned Aerial System (UAS). This technique uses a captured image of an artificial landmark (e.g. barcode) to provide relative positioning information in the X, Y and Z axes, and yaw, roll and pitch orientations. A multi-resolution coding algorithm is designed to ensure the UAS will not lose the detection of the landing target due to limited visual angles or camera resolution. Simulation and real world experiments prove the performance of the proposed technique in positioning accuracy, detection accuracy, and navigation effect. Two types of UAS are used to verify the generalisation of the proposed technique. Comparison experiments to state-of-the-art techniques are also included with the results analysis.
机译:为了在着陆过程中实现更准确的导航性能,提出了一种多分辨率视觉定位技术,用于无人机系统(UAS)的着陆辅助。该技术使用人工界标的捕获图像(例如条形码)来提供X,Y和Z轴以及偏航,横摇和俯仰方向的相对位置信息。设计了一种多分辨率编码算法,以确保UAS不会由于有限的视角或摄像机分辨率而丢失对着陆目标的检测。仿真和实际实验证明了该技术在定位精度,检测精度和导航效果方面的性能。两种类型的UAS用于验证所提出技术的一般性。结果分析中还包括与最新技术的对比实验。

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