4 papers
Adaptive Beam Broadening for DoA Estimation in Dynamic and Resource-Constrained DFRC Systems
D. R. Raghavendra, V. V. Reddy, A. Mishra
Dual-function radar communication (DFRC) systems incorporate both radar and communication functions by sharing spectrum, hardware and radio frequency (RF) chains. In this work, we…
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 i…
Gamma-Based Statistical Modeling for Extended Target Detection in mmWave Automotive Radar
Vinay Kulkarni, V. V. Reddy
Millimeter-wave (mmWave) radar systems, owing to their large bandwidth, provide fine range resolution that enables the observation of multiple scatterers originating from a single…
KAN-powered large-target detection for automotive radar
Vinay Kulkarni, V. V. Reddy, Neha Maheshwari
This paper presents a novel radar signal detection pipeline focused on detecting large targets such as cars and SUVs. Traditional methods, such as Ordered-Statistic Constant False…