AI RESEARCH
Transformer-Based Rate Prediction for Multi-Band Cellular Handsets
arXiv CS.LG
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ArXi:2509.25722v2 Announce Type: replace-cross Cellular wireless systems are facing a proliferation of frequency bands over a wide spectrum, particularly with the expansion into FR3. These bands must be ed in user equipment (UE) handsets with multiple antennas in a constrained form factor. Rapid variations in channel quality across the bands from motion and hand blockage, limited field-of-view of antennas, and hardware and power-constrained measurement sparsity pose significant challenges to reliable multi-band channel tracking.