Vinay Kulkarni

Von Mises Based Uncertainty Quantification for Closely Spaced Automotive Radar Targets

Vinay Kulkarni, V. V. Reddy

This work investigates uncertainty-aware deep learning approaches for direction of arrival (DOA) estimation in automotive radar, focusing on probabilistic modeling and downstream integration. A circular-statistics-based von Mises (VM) ensemble (ENS) is compared with an evidential…Read more