DART: Implicit Doppler Tomography for Radar Novel View Synthesis

• Published in: arXiv.org
• Main Authors: Huang, Tianshu, Miller, John, Akarsh Prabhakara, Jin, Tao, Laroia, Tarana, Kolter, Zico, Rowe, Anthony
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 06.03.2024
• Subjects: Algorithms; Data collection platforms; Datasets; Image quality; Material properties; Position measurement; Radar imaging; Radar range; Radar tracking; Radio frequency; Rapid prototyping; Synthesis; Target detection; Tomography

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...