EP4616625A4 - Verfahren und vorrichtung zur unterstützung der ki/ml-modelllebenszyklusverwaltung in drahtlosen kommunikationsnetzen - Google Patents

Verfahren und vorrichtung zur unterstützung der ki/ml-modelllebenszyklusverwaltung in drahtlosen kommunikationsnetzen

Info

Publication number
EP4616625A4
EP4616625A4 EP23903839.1A EP23903839A EP4616625A4 EP 4616625 A4 EP4616625 A4 EP 4616625A4 EP 23903839 A EP23903839 A EP 23903839A EP 4616625 A4 EP4616625 A4 EP 4616625A4
Authority
EP
European Patent Office
Prior art keywords
supporting
wireless communication
communication networks
lifecycle management
model lifecycle
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
EP23903839.1A
Other languages
English (en)
French (fr)
Other versions
EP4616625A1 (de
Inventor
Chadi Khirallah
Ezeddin Al Hakim
Mahmoud Watfa
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.)
Samsung Electronics Co Ltd
Original Assignee
Samsung Electronics Co Ltd
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 Samsung Electronics Co Ltd filed Critical Samsung Electronics Co Ltd
Publication of EP4616625A1 publication Critical patent/EP4616625A1/de
Publication of EP4616625A4 publication Critical patent/EP4616625A4/de
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • 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
    • 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
    • H04L41/14—Network analysis or design
    • H04L41/145—Network analysis or design involving simulating, designing, planning or modelling of a network
    • 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)
  • Software Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Signal Processing (AREA)
  • Theoretical Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Mobile Radio Communication Systems (AREA)
EP23903839.1A 2022-12-13 2023-11-30 Verfahren und vorrichtung zur unterstützung der ki/ml-modelllebenszyklusverwaltung in drahtlosen kommunikationsnetzen Pending EP4616625A4 (de)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
GBGB2218785.0A GB202218785D0 (en) 2022-12-13 2022-12-13 Methods and apparatus for supporting AI/ML model life cycle management in wireless communication networks
GB2315335.6A GB2625419A (en) 2022-12-13 2023-10-06 Methods and apparatus for supporting AI/ML model life cycle management in wireless communication networks
PCT/KR2023/019572 WO2024128636A1 (en) 2022-12-13 2023-11-30 Methods and apparatus for supporting ai/ml model life cycle management in wireless communication networks

Publications (2)

Publication Number Publication Date
EP4616625A1 EP4616625A1 (de) 2025-09-17
EP4616625A4 true EP4616625A4 (de) 2026-03-11

Family

ID=84974859

Family Applications (1)

Application Number Title Priority Date Filing Date
EP23903839.1A Pending EP4616625A4 (de) 2022-12-13 2023-11-30 Verfahren und vorrichtung zur unterstützung der ki/ml-modelllebenszyklusverwaltung in drahtlosen kommunikationsnetzen

Country Status (3)

Country Link
EP (1) EP4616625A4 (de)
GB (2) GB202218785D0 (de)
WO (1) WO2024128636A1 (de)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2025168471A1 (en) * 2024-02-08 2025-08-14 Continental Automotive Technologies GmbH Method of rrc state-based online training signaling
WO2025168463A1 (en) * 2024-02-08 2025-08-14 Continental Automotive Technologies GmbH Method of advanced model updating signaling for ran
WO2026010549A1 (en) * 2024-07-05 2026-01-08 Telefonaktiebolaget Lm Ericsson (Publ) Ue signalling applicatiblity or inapplicability of ai/ml functionalities based on network-provided interference configuration
CN121510074A (zh) * 2024-08-08 2026-02-10 华为技术有限公司 通信方法及装置

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117999478A (zh) * 2021-04-09 2024-05-07 沃特世科技爱尔兰有限公司 用于将色谱数据和元数据链接到合规风险的方法、介质和系统

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
CATT: "AI/ML framework for air interface", vol. RAN WG1, no. Toulouse, France; 20220822 - 20220826, 12 August 2022 (2022-08-12), XP052274322, Retrieved from the Internet <URL:https://ftp.3gpp.org/tsg_ran/WG1_RL1/TSGR1_110/Docs/R1-2206390.zip R1-2206390.docx> [retrieved on 20220812] *
SHINYA KUMAGAI ET AL: "Discussion on general aspects of AI/ML framework", vol. RAN WG1, no. Toulouse, FR; 20221114 - 20221118, 7 November 2022 (2022-11-07), XP052222540, Retrieved from the Internet <URL:https://www.3gpp.org/ftp/TSG_RAN/WG1_RL1/TSGR1_111/Docs/R1-2211976.zip R1-2211976 General aspects of AIML framework.docx> [retrieved on 20221107] *
VIJAY NANGIA ET AL: "General aspects of AI/ML framework", vol. RAN WG1, no. Toulouse, FR; 20221114 - 20221118, 7 November 2022 (2022-11-07), XP052222337, Retrieved from the Internet <URL:https://www.3gpp.org/ftp/TSG_RAN/WG1_RL1/TSGR1_111/Docs/R1-2211772.zip R1-2211772.docx> [retrieved on 20221107] *

Also Published As

Publication number Publication date
EP4616625A1 (de) 2025-09-17
GB202218785D0 (en) 2023-01-25
GB2625419A (en) 2024-06-19
WO2024128636A1 (en) 2024-06-20

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Effective date: 20260209

RIC1 Information provided on ipc code assigned before grant

Ipc: H04W 24/02 20090101AFI20260203BHEP

Ipc: H04L 41/16 20220101ALI20260203BHEP

Ipc: H04L 41/14 20220101ALI20260203BHEP

Ipc: H04W 88/14 20090101ALI20260203BHEP

Ipc: G06N 20/00 20190101ALI20260203BHEP

Ipc: H04W 8/24 20090101ALN20260203BHEP

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