Simultaneous Localization and Mapping for Indoor Mobile Robots Using Synthetic Aperture Radar Images

Yuma Elia Ritterbusch;Johannes Fink;Christian Waldschmidt
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Abstract

Synthetic aperture radar (SAR) imaging provides a method for increasing the resolution of small and low-cost frequency-modulated continuous-wave multiple-input multiple-output radar sensors. SAR images provide a dense representation of the environment, which may be used for scan matching in a simultaneous localization and mapping (SLAM) system. This article presents the details of an indoor SLAM system that utilizes SAR images for loop closure detection and scan matching. The obtained trajectory accuracy is compared against a laboratory reference system, and SAR imaging results are presented.
基于合成孔径雷达图像的室内移动机器人同步定位与制图
合成孔径雷达(SAR)成像为小型、低成本的调频连续波多输入多输出雷达传感器提供了一种提高分辨率的方法。SAR图像提供了环境的密集表示,可用于同时定位和绘图(SLAM)系统中的扫描匹配。本文介绍了利用SAR图像进行闭环检测和扫描匹配的室内SLAM系统的细节。将得到的弹道精度与实验室参考系统进行了比较,并给出了SAR成像结果。
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