Radar Data Processing Workflow for Navigation Tasks in Harsh Environments

This paper presents a detailed analysis of automotive radar performance in a real mine environment. An implementation of a lightweight Heatmap data pre-processing algorithm is proposed to improve received point cloud density and detection reliability. In conclusion, single-radar-based localization was successfully performed using lidar pre-generated maps as a demonstration of a real autonomous mining application.