Company
Xiaomi
5 contributions across 1 work items
5
Tdocs
1
Work items
Recent contributions
Discussion on AI/ML for beam management
This Xiaomi contribution discusses specification impacts of AI/ML for beam management in NR, covering both spatial (BM Case 1) and temporal (BM Case 2) beam prediction for UE-side and NW-side models. The document contains 47 proposals and…
Discussion on AI/ML-based positioning accuracy enhancement
Xiaomi presents a comprehensive discussion on AI/ML-based positioning accuracy enhancement for NR, covering input types, data collection, functionality identification, inference, and performance monitoring across different positioning…
Discussion on AI/ML model based CSI prediction
Xiaomi proposes methods to ensure consistency between AI/ML model training and inference for UE-side CSI prediction, presenting simulation results showing that models trained with consistent TXRU mapping configurations achieve…
Views on AI/ML model based CSI compression
Xiaomi presents comprehensive views on AI/ML-based CSI compression feedback for NR, covering performance evaluation of temporal domain compression (Case 2), inter-vendor collaboration options, performance monitoring, and specification…
Further study on AI/ML model and data
Xiaomi proposes technical solutions for AI/ML model delivery/transfer and identification in NR air interfaces, arguing for standardized solutions particularly for network-side trained models. The document contains 13 proposals and 10…