Randolf Ebelt
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View article: Deep Learning Based Image Enhancement for Automotive Radar Trained With an Advanced Virtual Sensor
Deep Learning Based Image Enhancement for Automotive Radar Trained With an Advanced Virtual Sensor Open
This paper introduces a novel deep learning based concept for image enhancement and distortion suppression in automotive radar signal processing. The deep neural network (DNN) is trained solely on virtual data that is generated by an autom…
View article: A Realistic Radar Ray Tracing Simulator for Large MIMO-Arrays in Automotive Environments
A Realistic Radar Ray Tracing Simulator for Large MIMO-Arrays in Automotive Environments Open
With the rise of high resolution multiple input multiple output (MIMO) systems, radar became an important sensor in the development of Advanced Driver Assistance Systems (ADAS) and autonomous driving applications. Autonomous driving will r…