Sim2Real Conditional Diffusion for Radar Beam Blockage Correction: A Preliminary Study

Key Points

• The aim is to explore the application of sim2real conditional diffusion techniques for correcting radar beam blockage.
• Utilized conditional diffusion models for radar data correction.
• Applied simulation-to-reality transfer techniques to address beam blockage issues.
• Conducted preliminary tests to validate the approach.
• Achieved significant improvements in signal clarity after applying the correction.
• Demonstrated robustness across various scenarios with simulated and real data.