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cs.LG2026
Direct Covariance-to-Beamformer Mapping for Low-Latency Hybrid ISAC Beamforming with Subsequent DoA Estimation
Anjali K. S., Manoj Kumar Panda, Chandramani Singh
Integrated sensing and communication (ISAC) systems typically employ a two-stage beamforming pipeline, in which target directions are first estimated from the received covariance m…
cs.LG2026
Comparative Evaluation of Deep-Learning based DoA Estimators for Real-Time ISAC Beamforming
Anjali K. S., Manoj Kumar Panda, Chandramani Singh
Integrated Sensing and Communication (ISAC) systems rely on accurate Direction-of-Arrival (DoA) estimation for effective beamforming and spectral-efficiency enhancement. While nume…