Company

FUTUREWEI

7 contributions across 1 work items
7
Tdocs
1
Work items

Recent position changes

AI-synthesized from contributions · all text is paraphrased
RAN1#120 vs RAN1#119 Feb 17, 2025
NR_AIML_air
  • 9.1.1 strengthened
    FUTUREWEI hardened their opposition to supporting Opt 3 and Opt 4 for UE-sided model inference reports, explicitly arguing that defining probability and confidence metrics is difficult and offers unclear benefits. They added a new requirement to increase the maximum number of reported beams (M) for network-sided models from 4 to 8. Their support for using RS ID as an implicit beam ID indicator is preserved. They added a preference for Option B for RSRP reporting, which prioritizes measured L1-RSRP over predicted values when measurements are available.

Recent contributions

R1-2500050 RAN1_120 NR_AIML_air
Discussion on specification support for AI/ML-based beam management
Futurewei presents 8 proposals for Rel-19 AI/ML-based beam management, focusing on specification support for performance monitoring, model inference, data collection, and RRC parameter configuration. The document argues for reusing the…
R1-2410029 RAN1_119 NR_AIML_air
Discussion on specification support for AI/ML-based beam management
FUTUREWEI presents 11 proposals for AI/ML-based beam management specification support in NR Release 19, covering performance monitoring, model inference, data collection, and assistance information. The document focuses on reusing existing…
R1-2410030 RAN1_119 NR_AIML_air
Discussion of CSI compression on AI/ML for NR air interface
Futurewei presents a comprehensive analysis of AI/ML-based CSI compression for NR air interface, covering inter-vendor training collaboration options, specification impacts, and performance evaluation results. The document contains 10…
R1-2410031 RAN1_119 NR_AIML_air
Discussion on other aspects of AI/ML model and data on AI/ML for NR air-interface
This Futurewei document discusses AI/ML model identification and transfer/delivery for NR air interface, presenting 14 proposals and 4 observations covering four model identification options and various model transfer cases. The document…
R1-2407616 RAN1_118bis NR_AIML_air
Discussion on specification support for AI/ML-based beam management
This Futurewei document presents 8 proposals for specification support of AI/ML-based beam management in NR Release 19, covering performance monitoring, model inference, data collection, and assistance information aspects. The company…
R1-2407617 RAN1_118bis NR_AIML_air
Discussion of additional study on AI/ML for NR air interface for CSI compression
Futurewei contributes to AI/ML for NR air interface CSI compression, discussing inter-vendor training collaboration options and providing temporal-domain CSI compression evaluation considering UCI loss. The document contains 10 proposals…
R1-2407618 RAN1_118bis NR_AIML_air
Discussion on other aspects of AI/ML model and data on AI/ML for NR air-interface
FUTUREWEI presents a comprehensive analysis of AI/ML model identification and data management for NR air interface, covering four model identification options, model transfer/delivery mechanisms, and inter-vendor collaboration approaches.…