DART: Implicit Doppler Tomography for Radar Novel View Synthesis

arXiv:2403.03896v1 Announce Type: cross
Abstract: Simulation is an invaluable tool for radio-frequency system designers that enables rapid prototyping of various algorithms for imaging, target detection, classification, and tracking. However, simulating realistic radar scans is a challenging task that requires an accurate model of the scene, radio frequency material properties, and a corresponding radar synthesis function. Rather than specifying these models explicitly, we propose DART - Doppler Aided Radar Tomography, a Neural Radiance Field-inspired method which uses radar-specific physics to create …

abstract algorithms arxiv classification cs.cv cs.lg dart designers detection however imaging material novel prototyping radar radio scans simulation synthesis tool tracking type view