EP4541047A4 - Device capability and performance monitoring for a model - Google Patents

Device capability and performance monitoring for a model

Info

Publication number
EP4541047A4
EP4541047A4 EP22954649.4A EP22954649A EP4541047A4 EP 4541047 A4 EP4541047 A4 EP 4541047A4 EP 22954649 A EP22954649 A EP 22954649A EP 4541047 A4 EP4541047 A4 EP 4541047A4
Authority
EP
European Patent Office
Prior art keywords
model
performance monitoring
device capability
capability
monitoring
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
EP22954649.4A
Other languages
German (de)
French (fr)
Other versions
EP4541047A1 (en
Inventor
Guozeng Zheng
Zhaohua Lu
Wenfeng Liu
Huahua Xiao
Lun Li
Yong Li
Yuxin Wang
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.)
ZTE Corp
Original Assignee
ZTE Corp
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 ZTE Corp filed Critical ZTE Corp
Publication of EP4541047A1 publication Critical patent/EP4541047A1/en
Publication of EP4541047A4 publication Critical patent/EP4541047A4/en
Pending legal-status Critical Current

Links

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
    • H04W8/24—Transfer of terminal data
    • 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
    • H04B—TRANSMISSION
    • H04B17/00—Monitoring; Testing
    • H04B17/30—Monitoring; Testing of propagation channels
    • H04B17/373—Predicting channel quality or other radio frequency [RF] parameters
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04B—TRANSMISSION
    • H04B7/00—Radio transmission systems, i.e. using radiation field
    • H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
    • H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
    • H04B7/06—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station
    • H04B7/0613—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission
    • H04B7/0615—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal
    • H04B7/0619—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal using feedback from receiving side
    • H04B7/0621—Feedback content
    • H04B7/0626—Channel coefficients, e.g. channel state information [CSI]
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04B—TRANSMISSION
    • H04B7/00—Radio transmission systems, i.e. using radiation field
    • H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
    • H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
    • H04B7/06—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station
    • H04B7/0613—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission
    • H04B7/0615—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal
    • H04B7/0619—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal using feedback from receiving side
    • H04B7/0636—Feedback format
    • H04B7/0639—Using selective indices, e.g. of a codebook, e.g. pre-distortion matrix index [PMI] or for beam selection
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W24/00—Supervisory, monitoring or testing arrangements
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W24/00—Supervisory, monitoring or testing arrangements
    • H04W24/08—Testing, supervising or monitoring using real traffic
    • 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
    • H04W72/00—Local resource management
    • H04W72/20—Control channels or signalling for resource management
    • H04W72/21—Control channels or signalling for resource management in the uplink direction of a wireless link, i.e. towards the network

Landscapes

  • Engineering & Computer Science (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Mathematical Physics (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Medical Informatics (AREA)
  • Data Mining & Analysis (AREA)
  • Quality & Reliability (AREA)
  • Electromagnetism (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Databases & Information Systems (AREA)
  • Mobile Radio Communication Systems (AREA)
EP22954649.4A 2022-08-12 2022-08-12 Device capability and performance monitoring for a model Pending EP4541047A4 (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/CN2022/112294 WO2024031697A1 (en) 2022-08-12 2022-08-12 Device capability and performance monitoring for a model

Publications (2)

Publication Number Publication Date
EP4541047A1 EP4541047A1 (en) 2025-04-23
EP4541047A4 true EP4541047A4 (en) 2025-07-23

Family

ID=89850506

Family Applications (1)

Application Number Title Priority Date Filing Date
EP22954649.4A Pending EP4541047A4 (en) 2022-08-12 2022-08-12 Device capability and performance monitoring for a model

Country Status (5)

Country Link
EP (1) EP4541047A4 (en)
JP (1) JP2025525699A (en)
KR (1) KR20250016209A (en)
CN (1) CN119487885A (en)
WO (1) WO2024031697A1 (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2025231681A1 (en) * 2024-05-09 2025-11-13 Qualcomm Incorporated Capability signaling and assistance information for beam prediction performance monitoring

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021048600A1 (en) * 2019-09-13 2021-03-18 Nokia Technologies Oy Radio resource control procedures for machine learning
WO2022040055A1 (en) * 2020-08-18 2022-02-24 Qualcomm Incorporated Processing timeline considerations for channel state information

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP4651531A3 (en) * 2020-01-14 2026-01-14 Guangdong Oppo Mobile Telecommunications Corp., Ltd. Information reporting method, apparatus and device, and storage medium
WO2022008037A1 (en) * 2020-07-07 2022-01-13 Nokia Technologies Oy Ml ue capability and inability
CN114091679A (en) * 2020-08-24 2022-02-25 华为技术有限公司 Method for updating machine learning model and communication device
CN114443556A (en) * 2020-11-05 2022-05-06 英特尔公司 Device and method for man-machine interaction of AI/ML training host
CN119402854A (en) * 2022-03-14 2025-02-07 北京小米移动软件有限公司 Information processing method and device, communication equipment and storage medium

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021048600A1 (en) * 2019-09-13 2021-03-18 Nokia Technologies Oy Radio resource control procedures for machine learning
WO2022040055A1 (en) * 2020-08-18 2022-02-24 Qualcomm Incorporated Processing timeline considerations for channel state information

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
See also references of WO2024031697A1 *

Also Published As

Publication number Publication date
EP4541047A1 (en) 2025-04-23
CN119487885A (en) 2025-02-18
WO2024031697A1 (en) 2024-02-15
JP2025525699A (en) 2025-08-07
KR20250016209A (en) 2025-02-03

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Effective date: 20250620

RIC1 Information provided on ipc code assigned before grant

Ipc: H04W 8/22 20090101AFI20250613BHEP

Ipc: G06N 20/00 20190101ALI20250613BHEP

Ipc: H04W 8/24 20090101ALI20250613BHEP

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