EP4758741A1 - Verfahren zur überwachung der leistung von wtru-seitigen ki/ml-modellen - Google Patents

Verfahren zur überwachung der leistung von wtru-seitigen ki/ml-modellen

Info

Publication number
EP4758741A1
EP4758741A1 EP24761763.2A EP24761763A EP4758741A1 EP 4758741 A1 EP4758741 A1 EP 4758741A1 EP 24761763 A EP24761763 A EP 24761763A EP 4758741 A1 EP4758741 A1 EP 4758741A1
Authority
EP
European Patent Office
Prior art keywords
ood
wtru
csi
model
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
EP24761763.2A
Other languages
English (en)
French (fr)
Inventor
Anouar YATRIBI
Mihaela Beluri
Patrick Tooher
Tejaswinee LUTCHOOMUN
Yugeswar Deenoo NARAYANAN THANGARAJ
Akshay Malhotra
Mohamed Salah IBRAHIM
Moon Il Lee
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.)
InterDigital Patent Holdings Inc
Original Assignee
InterDigital Patent Holdings 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 InterDigital Patent Holdings Inc filed Critical InterDigital Patent Holdings Inc
Publication of EP4758741A1 publication Critical patent/EP4758741A1/de
Pending legal-status Critical Current

Links

Classifications

    • 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]
    • 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
    • H04L25/00—Baseband systems
    • H04L25/02—Details ; arrangements for supplying electrical power along data transmission lines
    • H04L25/0202—Channel estimation
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W72/00—Local resource management
    • H04W72/20—Control channels or signalling for resource management
    • H04W72/23—Control channels or signalling for resource management in the downlink direction of a wireless link, i.e. towards a terminal
    • H04W72/231—Control channels or signalling for resource management in the downlink direction of a wireless link, i.e. towards a terminal the control data signalling from the layers above the physical layer, e.g. RRC or MAC-CE signalling
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W72/00—Local resource management
    • H04W72/20—Control channels or signalling for resource management
    • H04W72/23—Control channels or signalling for resource management in the downlink direction of a wireless link, i.e. towards a terminal
    • H04W72/232—Control channels or signalling for resource management in the downlink direction of a wireless link, i.e. towards a terminal the control data signalling from the physical layer, e.g. DCI signalling
    • 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
    • G06N3/0455—Auto-encoder networks; Encoder-decoder networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Power Engineering (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Mobile Radio Communication Systems (AREA)
EP24761763.2A 2023-08-07 2024-08-06 Verfahren zur überwachung der leistung von wtru-seitigen ki/ml-modellen Pending EP4758741A1 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US202363531191P 2023-08-07 2023-08-07
PCT/US2024/041031 WO2025034699A1 (en) 2023-08-07 2024-08-06 Methods for monitoring the performance of wtru-side ai/ml models

Publications (1)

Publication Number Publication Date
EP4758741A1 true EP4758741A1 (de) 2026-06-17

Family

ID=92543043

Family Applications (1)

Application Number Title Priority Date Filing Date
EP24761763.2A Pending EP4758741A1 (de) 2023-08-07 2024-08-06 Verfahren zur überwachung der leistung von wtru-seitigen ki/ml-modellen

Country Status (4)

Country Link
EP (1) EP4758741A1 (de)
KR (1) KR20260046482A (de)
CN (1) CN121942146A (de)
WO (1) WO2025034699A1 (de)

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20240040404A1 (en) * 2021-02-24 2024-02-01 Qualcomm Incorporated Out-of-distribution detection and reporting for machine learning model deployment

Also Published As

Publication number Publication date
KR20260046482A (ko) 2026-04-07
CN121942146A (zh) 2026-04-28
WO2025034699A1 (en) 2025-02-13

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