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WO2024264078A3 - System and method for ue capability/capacity reporting for ai/ml-enabled functionalities in wireless systems - Google Patents

System and method for ue capability/capacity reporting for ai/ml-enabled functionalities in wireless systems Download PDF

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Publication number
WO2024264078A3
WO2024264078A3 PCT/US2024/054226 US2024054226W WO2024264078A3 WO 2024264078 A3 WO2024264078 A3 WO 2024264078A3 US 2024054226 W US2024054226 W US 2024054226W WO 2024264078 A3 WO2024264078 A3 WO 2024264078A3
Authority
WO
WIPO (PCT)
Prior art keywords
capability
reporting
wireless systems
capacity reporting
enabled
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
PCT/US2024/054226
Other languages
French (fr)
Other versions
WO2024264078A2 (en
Inventor
Chunhui Zhu
Baoling S. Sheen
Weimin Xiao
Zhigang Rong
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
FutureWei Technologies Inc
Original Assignee
FutureWei Technologies Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by FutureWei Technologies Inc filed Critical FutureWei Technologies Inc
Publication of WO2024264078A2 publication Critical patent/WO2024264078A2/en
Publication of WO2024264078A3 publication Critical patent/WO2024264078A3/en
Pending legal-status Critical Current
Anticipated expiration legal-status Critical

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Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W8/00—Network data management
    • H04W8/22—Processing or transfer of terminal data, e.g. status or physical capabilities
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
    • G06N3/063—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/16—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks using machine learning or artificial intelligence
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W24/00—Supervisory, monitoring or testing arrangements
    • H04W24/02—Arrangements for optimising operational condition
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/098—Distributed learning, e.g. federated learning
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W24/00—Supervisory, monitoring or testing arrangements
    • H04W24/10—Scheduling measurement reports ; Arrangements for measurement reports
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W8/00—Network data management
    • H04W8/22—Processing or transfer of terminal data, e.g. status or physical capabilities
    • H04W8/24—Transfer of terminal data

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Medical Informatics (AREA)
  • Databases & Information Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Probability & Statistics with Applications (AREA)
  • Neurology (AREA)
  • Mathematical Analysis (AREA)
  • Pure & Applied Mathematics (AREA)
  • Algebra (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Mobile Radio Communication Systems (AREA)

Abstract

In this disclosure, apparatuses, systems, and non-transiton computer-readable storage media are provided. A method includes: receiving, from a network controller, a configuration message associated with reporting of a user equipment (UE) capability related to at least one artificial intelligence (AI)/machine learning (ML) model or at least one AI/ML-enabled functionality; deriving a first value of first resource amount of a first resource type required for at least a first AI/ML model or at least a first AI/ML-enabled functionality in accordance with the configuration message; and reporting, to the network controller, the first value.
PCT/US2024/054226 2023-11-03 2024-11-01 System and method for ue capability/capacity reporting for ai/ml-enabled functionalities in wireless systems Pending WO2024264078A2 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US202363596082P 2023-11-03 2023-11-03
US63/596,082 2023-11-03

Publications (2)

Publication Number Publication Date
WO2024264078A2 WO2024264078A2 (en) 2024-12-26
WO2024264078A3 true WO2024264078A3 (en) 2025-03-13

Family

ID=93563622

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2024/054226 Pending WO2024264078A2 (en) 2023-11-03 2024-11-01 System and method for ue capability/capacity reporting for ai/ml-enabled functionalities in wireless systems

Country Status (1)

Country Link
WO (1) WO2024264078A2 (en)

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2022222089A1 (en) * 2021-04-22 2022-10-27 Qualcomm Incorporated Machine learning model reporting, fallback, and updating for wireless communications
EP4087213A1 (en) * 2020-01-14 2022-11-09 Guangdong Oppo Mobile Telecommunications Corp., Ltd. Artificial intelligence operation processing method and apparatus, system, terminal, and network device
WO2023040700A1 (en) * 2021-09-16 2023-03-23 华为技术有限公司 Artificial intelligence (ai) communication method and apparatus
WO2023039728A1 (en) * 2021-09-14 2023-03-23 北京小米移动软件有限公司 User equipment (ue) capability-based model processing method and apparatus, ue, base station and storage medium
US20230164817A1 (en) * 2021-11-24 2023-05-25 Lenovo (Singapore) Pte. Ltd. Artificial Intelligence Capability Reporting for Wireless Communication
US20230297882A1 (en) * 2020-07-07 2023-09-21 Nokia Technologies Oy Ml ue capability and inability

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP4087213A1 (en) * 2020-01-14 2022-11-09 Guangdong Oppo Mobile Telecommunications Corp., Ltd. Artificial intelligence operation processing method and apparatus, system, terminal, and network device
US20230297882A1 (en) * 2020-07-07 2023-09-21 Nokia Technologies Oy Ml ue capability and inability
WO2022222089A1 (en) * 2021-04-22 2022-10-27 Qualcomm Incorporated Machine learning model reporting, fallback, and updating for wireless communications
WO2023039728A1 (en) * 2021-09-14 2023-03-23 北京小米移动软件有限公司 User equipment (ue) capability-based model processing method and apparatus, ue, base station and storage medium
WO2023040700A1 (en) * 2021-09-16 2023-03-23 华为技术有限公司 Artificial intelligence (ai) communication method and apparatus
US20230164817A1 (en) * 2021-11-24 2023-05-25 Lenovo (Singapore) Pte. Ltd. Artificial Intelligence Capability Reporting for Wireless Communication

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
VIVO: "Other aspects on AI/ML for positioning accuracy enhancement", vol. RAN WG1, no. e-Meeting; 20220509 - 20220520, 29 April 2022 (2022-04-29), XP052153030, Retrieved from the Internet <URL:https://ftp.3gpp.org/tsg_ran/WG1_RL1/TSGR1_109-e/Docs/R1-2203555.zip R1-2203555 Other aspects on AIML for positioning accuracy enhancement.docx> [retrieved on 20220429] *

Also Published As

Publication number Publication date
WO2024264078A2 (en) 2024-12-26

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