The Process of Metadata Management for Radar Target Classification Algorithm Development

Vojtěch Valenta, J. Pidanic, Ondrej Nemec
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引用次数: 0

Abstract

This paper presents an approach to manage metadata (target class labels) for the recorded primary Doppler radar data. This information is necessary for further research and development of target classification algorithms. For this purpose, a labelling methodology and an application radar data analysis and target labelling was developed. The application includes radar records file processing, Doppler filtering, tag creation, data visualizationand tag database. For the better context of analysed data, an interface to Geographic Information Software (GIS) program is included as well. GIS program allows overlaying radar Plan Position Indicator (PPI) data with map data, airplane transponder tracks, drone flight path log and other support data. Finally, the application notes and observations are presented.
雷达目标分类算法开发中的元数据管理过程
本文提出了一种对记录的多普勒雷达初级数据的元数据(目标类别标签)进行管理的方法。这些信息对于进一步研究和开发目标分类算法是必要的。为此目的,制订了一种标记方法和应用雷达数据分析和目标标记。该应用包括雷达记录文件处理、多普勒滤波、标签创建、数据可视化和标签数据库。为了更好地分析数据,还包括地理信息软件(GIS)程序的接口。GIS程序允许覆盖雷达平面位置指示器(PPI)数据与地图数据,飞机应答器轨道,无人机飞行路径日志和其他支持数据。最后,给出了应用注意事项和观察结果。
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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