JP2024532235A - 機械学習によって支援された適応型アンテナ同調 - Google Patents

機械学習によって支援された適応型アンテナ同調 Download PDF

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Publication number
JP2024532235A
JP2024532235A JP2024510658A JP2024510658A JP2024532235A JP 2024532235 A JP2024532235 A JP 2024532235A JP 2024510658 A JP2024510658 A JP 2024510658A JP 2024510658 A JP2024510658 A JP 2024510658A JP 2024532235 A JP2024532235 A JP 2024532235A
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Japan
Prior art keywords
data transmission
wireless data
transmission system
system configuration
antenna
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Pending
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JP2024510658A
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Japanese (ja)
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JP2024532235A5 (https=
Inventor
カルツォラニ、ディエゴ
ウィンズロー、デイビッド・ロウェス
ヘッフェル、ギルヘルム
ボロ、ジョン
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Qualcomm Inc
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Qualcomm Inc
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Application filed by Qualcomm Inc filed Critical Qualcomm Inc
Publication of JP2024532235A publication Critical patent/JP2024532235A/ja
Publication of JP2024532235A5 publication Critical patent/JP2024532235A5/ja
Pending legal-status Critical Current

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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04B—TRANSMISSION
    • H04B1/00—Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/38—Transceivers, i.e. devices in which transmitter and receiver form a structural unit and in which at least one part is used for functions of transmitting and receiving
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04B—TRANSMISSION
    • H04B17/00—Monitoring; Testing
    • H04B17/10—Monitoring; Testing of transmitters
    • H04B17/11—Monitoring; Testing of transmitters for calibration
    • H04B17/12—Monitoring; Testing of transmitters for calibration of transmit antennas, e.g. of the amplitude or phase
    • 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
    • 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
    • G06N3/08—Learning methods
    • 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
    • G06N3/092—Reinforcement learning
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04B—TRANSMISSION
    • H04B1/00—Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/02—Transmitters
    • H04B1/04—Circuits
    • H04B1/0458—Arrangements for matching and coupling between power amplifier and antenna or between amplifying stages
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04B—TRANSMISSION
    • H04B1/00—Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/06—Receivers
    • H04B1/16—Circuits
    • H04B1/18—Input circuits, e.g. for coupling to an antenna or a transmission line
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04B—TRANSMISSION
    • H04B17/00—Monitoring; Testing
    • H04B17/30—Monitoring; Testing of propagation channels
    • H04B17/309—Measuring or estimating channel quality parameters
    • H04B17/318—Received signal strength
    • H04B17/328—Reference signal received power [RSRP]; Reference signal received quality [RSRQ]
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04B—TRANSMISSION
    • H04B17/00—Monitoring; Testing
    • H04B17/30—Monitoring; Testing of propagation channels
    • H04B17/309—Measuring or estimating channel quality parameters
    • H04B17/336—Signal-to-interference ratio [SIR] or carrier-to-interference ratio [CIR]
    • 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
    • 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

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Computing Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Health & Medical Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Electromagnetism (AREA)
  • Quality & Reliability (AREA)
  • Databases & Information Systems (AREA)
  • Transmitters (AREA)
  • Details Of Aerials (AREA)
  • Mobile Radio Communication Systems (AREA)
  • Radio Transmission System (AREA)
JP2024510658A 2021-08-31 2022-08-24 機械学習によって支援された適応型アンテナ同調 Pending JP2024532235A (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US17/463,290 US11916606B2 (en) 2021-08-31 2021-08-31 Machine learning-assisted adaptive antenna tuning
US17/463,290 2021-08-31
PCT/US2022/075401 WO2023034706A1 (en) 2021-08-31 2022-08-24 Machine learning-assisted adaptive antenna tuning

Publications (2)

Publication Number Publication Date
JP2024532235A true JP2024532235A (ja) 2024-09-05
JP2024532235A5 JP2024532235A5 (https=) 2025-08-05

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ID=83283199

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2024510658A Pending JP2024532235A (ja) 2021-08-31 2022-08-24 機械学習によって支援された適応型アンテナ同調

Country Status (7)

Country Link
US (2) US11916606B2 (https=)
EP (1) EP4396948A1 (https=)
JP (1) JP2024532235A (https=)
KR (1) KR20240051118A (https=)
CN (1) CN117917013A (https=)
TW (1) TW202329642A (https=)
WO (1) WO2023034706A1 (https=)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11916606B2 (en) 2021-08-31 2024-02-27 Qualcomm Incorporated Machine learning-assisted adaptive antenna tuning
US20240080055A1 (en) * 2022-09-02 2024-03-07 Samsung Electronics Co., Ltd. Antenna impedance and frequency tuning using physical-interaction detection aided by machine learning
US20240204813A1 (en) * 2022-12-14 2024-06-20 Meta Platforms Technologies, Llc Apparatus, system, and method for dynamically tuning radios based on detectable use-case scenarios
US20260010621A1 (en) * 2024-07-08 2026-01-08 Bank Of America Corporation Artificial intelligence-based determination of data security techniques to be implemented for electronic data transmissions

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20170272108A1 (en) * 2016-03-21 2017-09-21 Qualcomm Incorporated Modem adaptive antenna tuning (maat)
US11533640B2 (en) 2019-11-01 2022-12-20 Qualcomm Incorporated Machine learning-assisted use case classification and adaptive antenna tuning
US11463138B2 (en) 2019-12-20 2022-10-04 Qualcomm Incorporated Neural network and antenna configuration indication
KR102710819B1 (ko) * 2020-03-19 2024-09-26 엘지전자 주식회사 Ai를 이용한 이동통신 방법
US11916606B2 (en) 2021-08-31 2024-02-27 Qualcomm Incorporated Machine learning-assisted adaptive antenna tuning

Also Published As

Publication number Publication date
US20230061864A1 (en) 2023-03-02
KR20240051118A (ko) 2024-04-19
CN117917013A (zh) 2024-04-19
TW202329642A (zh) 2023-07-16
WO2023034706A1 (en) 2023-03-09
EP4396948A1 (en) 2024-07-10
US20240223286A1 (en) 2024-07-04
US12328151B2 (en) 2025-06-10
US11916606B2 (en) 2024-02-27

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