Knowledge distillation creates a lightweight student model that reaches over 96% top-5 beam prediction accuracy on real multimodal sensor data while using 27 times fewer parameters than the teacher.
Sensing-assisted high reliable communication: A transfo rmer- based beamforming approach,
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Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking
Knowledge distillation creates a lightweight student model that reaches over 96% top-5 beam prediction accuracy on real multimodal sensor data while using 27 times fewer parameters than the teacher.