ZTE · 9.1.1
Specification support for beam management ·
RAN1#120 · Source verification
Claude's delta
new
vs RAN1#119
ZTE appears as a new contributor proposing functionality-based LCM without model ID based signaling, arguing that model transfer challenges diminish the need for model-ID approaches. They support bitmap-based beam information reporting and threshold-based beam selection for overhead reduction. For NW-side data collection, they propose supporting L1 signaling and flexible resource configuration. They argue that the configuration of associated ID for NW-side additional conditions should be optional, with UE assuming similar properties of DL Tx beam sets for the same ID.
AI-synthesized from contributions · all text is paraphrased
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Contributions at RAN1#120 · 1 doc
Discussion on AI/ML-based beam management
Position extracted by Claude
ZTE proposes utilizing functionality-based LCM without model ID based signaling for AI/ML beam management, arguing that model transfer challenges diminish the need for model-ID-based approaches. They support bitmap-based beam information reporting and threshold-based beam selection to significantly reduce overhead, citing up to 63.5% reduction in typical settings. For NW-side data collection, ZTE proposes supporting L1 signaling and flexible resource configuration (one or two RS sets) depending on Set A/Set B construction. Regarding performance monitoring, they prefer beam prediction accuracy and RSRP prediction accuracy as primary metrics and support L1 signaling for NW-side monitoring. Finally, ZTE argues that the configuration of associated ID for NW-side additional conditions should be optional, with UE assuming similar properties of DL Tx beam sets for the same ID, while also proposing separate CPU counting for AI/ML processing.
Summary
ZTE proposes functionality-based LCM without model ID signaling for AI/ML beam management, emphasizing overhead reduction through bitmap reporting and threshold-based beam selection. The document outlines specific mechanisms for NW-side data collection, UE-side inference reporting, performance monitoring metrics, and the optional use of associated IDs for NW-side additional conditions.
Prior contributions at RAN1#119 · 1 doc · Nov 18, 2024
Discussion on AI/ML-based beam management
Position extracted by Claude
ZTE proposes utilizing functionality-based LCM without model ID based signaling for AI/ML beam management, arguing that model transfer challenges and existing associated ID support diminish the need for model-ID-based approaches. They support bitmap-based methods for beam information reporting to reduce overhead by up to 63.5% in typical settings, and propose threshold-based beam reporting with configurable minimum/maximum beam counts. For NW-side data collection, ZTE supports L1 signaling irrespective of purpose and recommends differential L1-RSRP reporting with larger quantization steps. Regarding UE-sided models, they prefer configuring associated IDs per CSI report configuration and support extending Rel-17 TCI state signaling for multiple future time instances in BM-Case2. For performance monitoring, ZTE supports beam prediction accuracy and RSRP prediction accuracy as primary metrics and requires failure detection to be based on consecutive monitoring results within a predefined window.
Summary
ZTE proposes functionality-based LCM without model ID signaling for AI/ML beam management, emphasizing overhead reduction through bitmap-based beam reporting and threshold-based data omission. The document outlines specific enhancements for NW-side data collection, UE-side inference reporting, and performance monitoring mechanisms, totaling approximately 35 distinct proposals and observations across data collection, model inference, and performance monitoring sections.
How this was derived
Claude extracted the "position extracted" field above directly from each Tdoc during summarization.
For the delta summary at the top, Claude compared ZTE's consolidated stance at RAN1#120
against their stance at RAN1#119 and classified the change as
new.
Always verify critical claims against the original Tdocs linked above.