Company

Intel

5 contributions across 1 work items
5
Tdocs
1
Work items

Recent contributions

R1-2409741 RAN1_119 NR_AIML_air
Specification support for beam management
Intel presents a comprehensive set of proposals for AI/ML-aided beam management in NR Rel-19, covering configuration, data collection, inference, and performance monitoring for both network-side and UE-side models. The document contains…
R1-2409742 RAN1_119 NR_AIML_air
Specification support for positioning accuracy enhancement
Intel presents 26 proposals and 2 observations regarding specification support for AI/ML-based positioning accuracy enhancements in Rel-19, focusing on data collection, model input/output characterization, and consistency between training…
R1-2409743 RAN1_119 NR_AIML_air
AI/ML for CSI compression
Intel analyzes the impact of data distribution mismatch on AI/ML-based CSI compression performance, highlighting asymmetric performance losses between different subarray configurations and model complexities. The document presents three…
R1-2409744 RAN1_119 NR_AIML_air
Other aspects of AI/ML model and data
Intel presents 15 proposals and 7 observations regarding AI/ML model identification and transfer mechanisms for NR Rel-19, specifically focusing on CSI compression use cases. The document argues for model-ID-based identification to enable…
R1-2407604 RAN1_118bis NR_AIML_air
LS on applicable functionality reporting for beam management UE-sided model
This is a liaison statement from RAN2 to RAN1 regarding AI/ML functionality reporting procedures for beam management UE-sided models, containing no specific proposals but presenting 10 detailed questions about the signaling procedure and…