JP2025529672A - ビーム管理及び階層的ビーム予測における人工知能（ａｉ）／機械学習（ｍｌ）の検証 - Google Patents

ビーム管理及び階層的ビーム予測における人工知能（ａｉ）／機械学習（ｍｌ）の検証

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Publication number
JP2025529672A
JP2025529672A JP2025505858A JP2025505858A JP2025529672A JP 2025529672 A JP2025529672 A JP 2025529672A JP 2025505858 A JP2025505858 A JP 2025505858A JP 2025505858 A JP2025505858 A JP 2025505858A JP 2025529672 A JP2025529672 A JP 2025529672A
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Prior art keywords
wtru
model
signals
measured
resources
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Japanese (ja)
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JP2025529672A5 (https=
JPWO2024030604A5 (https=
Inventor
ベイギ、ナズリ カーン
ウ クァク、ヨン
トゥーハー、パトリック
ディーヌー、ユゲスワール
イル リー、ムーン
ルチュームン、テジャスウィニー
ヘラト、プラサナ
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インターデイジタル パテント ホールディングス インコーポレイテッド
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Publication of JP2025529672A publication Critical patent/JP2025529672A/ja
Publication of JP2025529672A5 publication Critical patent/JP2025529672A5/ja
Publication of JPWO2024030604A5 publication Critical patent/JPWO2024030604A5/ja
Pending legal-status Critical Current

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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
    • H04B7/0686—Hybrid systems, i.e. switching and simultaneous transmission
    • H04B7/0695—Hybrid systems, i.e. switching and simultaneous transmission using beam selection
    • 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
    • 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
    • H04B7/08—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the receiving station
    • H04B7/0868—Hybrid systems, i.e. switching and combining
    • H04B7/088—Hybrid systems, i.e. switching and combining using beam selection

Landscapes

  • Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (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)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Mobile Radio Communication Systems (AREA)
JP2025505858A 2022-08-05 2023-08-04 ビーム管理及び階層的ビーム予測における人工知能（ａｉ）／機械学習（ｍｌ）の検証 Pending JP2025529672A (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US202263395587P 2022-08-05 2022-08-05
US63/395,587 2022-08-05
PCT/US2023/029473 WO2024030604A1 (en) 2022-08-05 2023-08-04 Validation of artificial intelligence (ai)/machine learning (ml) in beam management and hierarchical beam prediction

Publications (3)

Publication Number Publication Date
JP2025529672A true JP2025529672A (ja) 2025-09-09
JP2025529672A5 JP2025529672A5 (https=) 2025-12-02
JPWO2024030604A5 JPWO2024030604A5 (https=) 2025-12-02

Family

ID=87863241

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2025505858A Pending JP2025529672A (ja) 2022-08-05 2023-08-04 ビーム管理及び階層的ビーム予測における人工知能（ａｉ）／機械学習（ｍｌ）の検証

Country Status (4)

Country Link
EP (1) EP4548492A1 (https=)
JP (1) JP2025529672A (https=)
CN (2) CN121530433A (https=)
WO (1) WO2024030604A1 (https=)

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WO2025171593A1 (en) * 2024-02-16 2025-08-21 Qualcomm Incorporated Predictive beam management according to quasi-collocation types
GB2638266A (en) * 2024-02-16 2025-08-20 Sony Group Corp Methods, communications devices, infrastructure equipment, and information processing servers
DE102024201472A1 (de) * 2024-02-19 2025-08-21 Continental Automotive Technologies GmbH System und gerät zur bestimmung einer modellgenauigkeit und zugehöriges verfahren
WO2025178538A1 (en) * 2024-02-19 2025-08-28 Telefonaktiebolaget Lm Ericsson (Publ) Methods for selecting and configuring measurement resources based on configured prediction resources for aiml radio measurement predictions
WO2025183612A1 (en) * 2024-02-26 2025-09-04 Telefonaktiebolaget Lm Ericsson (Publ) Selecting measurement resources for training a ue sided model ml for ai/ml radio measurement predictions
WO2025198240A1 (en) * 2024-03-20 2025-09-25 Lg Electronics Inc. Method and apparatus for inference function management
WO2025194477A1 (en) * 2024-03-22 2025-09-25 Qualcomm Incorporated User equipment side beam prediction reporting
WO2025212470A1 (en) * 2024-04-01 2025-10-09 Interdigital Patent Holdings, Inc. Methods for offline policy validation in reinforcement learning
WO2025212462A1 (en) * 2024-04-02 2025-10-09 Apple Inc. Beam measurement accuracy test metric for artificial intelligence / machine language (ai/ml) based beam management
WO2025211846A1 (ko) * 2024-04-05 2025-10-09 현대자동차주식회사 무선 통신 시스템에서 인공지능 및 기계학습 기반의 빔 관리를 위한 훈련 데이터를 수집하기 위한 방법 및 장치
WO2025212027A1 (en) * 2024-04-05 2025-10-09 Telefonaktiebolaget Lm Ericsson (Publ) Wireless device, network node, and methods performed thereby for handling channel state information
WO2025212008A1 (en) * 2024-04-05 2025-10-09 Telefonaktiebolaget Lm Ericsson (Publ) Method for enabling dynamic configuration, measurement and reporting of beams within the channel state information framework
WO2025172979A1 (en) * 2024-04-12 2025-08-21 Lenovo (Singapore) Pte. Ltd. Learning model selection at a device
WO2025156450A1 (en) * 2024-04-12 2025-07-31 Zte Corporation Information exchange for wireless communications
WO2025231859A1 (zh) * 2024-05-10 2025-11-13 富士通株式会社 人工智能模型的性能监测方法、装置和通信系统
CN120956368A (zh) * 2024-05-14 2025-11-14 华为技术有限公司 一种模型监控方法及装置
CN118473485B (zh) * 2024-05-17 2025-05-23 北京玄戒技术有限公司 波束感知方法、装置、通信设备、存储介质及芯片
WO2025242352A1 (en) * 2024-05-20 2025-11-27 Nokia Technologies Oy Mechanism for controlling communication state management process
WO2025107605A1 (en) * 2024-06-19 2025-05-30 Lenovo (Beijing) Limited Beam reporting
WO2026024518A1 (en) * 2024-07-24 2026-01-29 Google Llc Methods and devices enabling user-provided machine learning-based network configuration recommendations
WO2026032651A1 (en) * 2024-08-05 2026-02-12 Sony Group Corporation Infrastructure equipment, communications device, and methods for controlling transmission of uplink reference signals
WO2026031168A1 (en) * 2024-08-09 2026-02-12 Google Llc Reducing overhead in channel state information (csi) reference signals for prediction based csi feedback
CN119450516B (zh) * 2024-09-06 2025-11-07 中国电信股份有限公司技术创新中心 模型生命周期管理方法、装置、通信设备和存储介质

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US10944465B2 (en) * 2017-08-09 2021-03-09 Telefonaktiebolaget Lm Ericsson (Publ) System and method for antenna beam selection
US10638482B2 (en) * 2017-12-15 2020-04-28 Qualcomm Incorporated Methods and apparatuses for dynamic beam pair determination
US20210400651A1 (en) * 2018-08-15 2021-12-23 Telefonaktiebolaget Lm Ericsson (Publ) Apparatuses, devices and methods for performing beam management
US10666342B1 (en) * 2019-05-01 2020-05-26 Qualcomm Incorporated Beam management using adaptive learning
US11424791B2 (en) * 2020-04-16 2022-08-23 Qualcomm Incorporated Machine learning model selection in beamformed communications

Also Published As

Publication number Publication date
CN121530433A (zh) 2026-02-13
EP4548492A1 (en) 2025-05-07
WO2024030604A1 (en) 2024-02-08
CN120035946A (zh) 2025-05-23

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