Redefining Automotive Radar Imaging: A Domain-Informed 1D Deep Learning
Approach for High-Resolution and Efficient Performance
Redefining Automotive Radar Imaging: A Domain-Informed 1D Deep Learning
Approach for High-Resolution and Efficient Performance
Millimeter-wave (mmWave) radars are indispensable for perception tasks of autonomous vehicles, thanks to their resilience in challenging weather conditions. Yet, their deployment is often limited by insufficient spatial resolution for precise semantic scene interpretation. Classical super-resolution techniques adapted from optical imaging inadequately address the distinct characteristics of radar signal data. …