Predictive Beamforming via Echo-Beam Modality Separation with Cross-Attention for ISAC Systems

Seokjun Park, Jiwhan Jang, Jinseok Choi

In this paper, we propose a deep learning-based predictive beamforming algorithm for integrated sensing and communications in vehicle-to-infrastructure networks, where echo signals…