CN114026804A - 终端和基站 - Google Patents

终端和基站 Download PDF

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Publication number
CN114026804A
CN114026804A CN201980097943.1A CN201980097943A CN114026804A CN 114026804 A CN114026804 A CN 114026804A CN 201980097943 A CN201980097943 A CN 201980097943A CN 114026804 A CN114026804 A CN 114026804A
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China
Prior art keywords
neural network
signals
interference
task
base station
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CN201980097943.1A
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CN114026804B (zh
Inventor
叶能
李祥明
潘健雄
刘文佳
侯晓林
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NTT Docomo Inc
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NTT Docomo Inc
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L45/00Routing or path finding of packets in data switching networks
    • H04L45/02Topology update or discovery
    • H04L45/08Learning-based routing, e.g. using neural networks or artificial intelligence
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W72/00Local resource management
    • H04W72/50Allocation or scheduling criteria for wireless resources
    • H04W72/54Allocation or scheduling criteria for wireless resources based on quality criteria
    • H04W72/541Allocation or scheduling criteria for wireless resources based on quality criteria using the level of interference
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/0499Feedforward networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/096Transfer learning
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00Arrangements for detecting or preventing errors in the information received
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00Arrangements for detecting or preventing errors in the information received
    • H04L1/12Arrangements for detecting or preventing errors in the information received by using return channel
    • H04L1/16Arrangements for detecting or preventing errors in the information received by using return channel in which the return channel carries supervisory signals, e.g. repetition request signals
    • H04L1/1607Details of the supervisory signal
    • H04L1/1614Details of the supervisory signal using bitmaps

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Software Systems (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Medical Informatics (AREA)
  • Quality & Reliability (AREA)
  • Mobile Radio Communication Systems (AREA)

Abstract

本公开提供一种终端和基站。该一种终端包括:处理单元,使用神经网络将要发送的比特序列映射为复数符号序列,其中所述神经网络被配置为将比特序列在复平面的预定范围内映射为复数符号序列。

Description

PCT国内申请,说明书已公开。

Claims (10)

  1. PCT国内申请,权利要求书已公开。
CN201980097943.1A 2019-07-02 2019-07-02 终端和基站 Active CN114026804B (zh)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/CN2019/094432 WO2021000264A1 (zh) 2019-07-02 2019-07-02 终端和基站

Publications (2)

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CN114026804A true CN114026804A (zh) 2022-02-08
CN114026804B CN114026804B (zh) 2023-12-05

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US (1) US20220312424A1 (zh)
CN (1) CN114026804B (zh)
WO (1) WO2021000264A1 (zh)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114880130B (zh) * 2022-07-11 2022-10-28 中国科学技术大学 并行训练中突破内存限制的方法、系统、设备及存储介质

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101867437A (zh) * 2009-04-20 2010-10-20 华为技术有限公司 通信系统的基带映射方法、映射器及发射机
WO2018066924A1 (ko) * 2016-10-06 2018-04-12 엘지전자 주식회사 무선 통신 시스템에서 하향링크 신호를 송신 또는 수신하는 방법 및 이를 위한 장치
CN108540267A (zh) * 2018-04-13 2018-09-14 北京邮电大学 一种基于深度学习的多用户数据信息检测方法及装置
CN109246048A (zh) * 2018-10-30 2019-01-18 广州海格通信集团股份有限公司 一种基于深度学习的物理层安全通信方法和系统
CN109246038A (zh) * 2018-09-10 2019-01-18 东南大学 一种数据模型双驱动的gfdm接收机及方法
CN109660325A (zh) * 2017-10-12 2019-04-19 中兴通讯股份有限公司 数据处理方法及装置
EP3474280A1 (en) * 2017-10-19 2019-04-24 Nxp B.V. Signal processor for signal enhancement and associated methods
US20190158340A1 (en) * 2012-12-05 2019-05-23 Origin Wireless, Inc. Apparatus, systems and methods for fall-down detection based on a wireless signal

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101867437A (zh) * 2009-04-20 2010-10-20 华为技术有限公司 通信系统的基带映射方法、映射器及发射机
US20190158340A1 (en) * 2012-12-05 2019-05-23 Origin Wireless, Inc. Apparatus, systems and methods for fall-down detection based on a wireless signal
WO2018066924A1 (ko) * 2016-10-06 2018-04-12 엘지전자 주식회사 무선 통신 시스템에서 하향링크 신호를 송신 또는 수신하는 방법 및 이를 위한 장치
CN109660325A (zh) * 2017-10-12 2019-04-19 中兴通讯股份有限公司 数据处理方法及装置
EP3474280A1 (en) * 2017-10-19 2019-04-24 Nxp B.V. Signal processor for signal enhancement and associated methods
CN108540267A (zh) * 2018-04-13 2018-09-14 北京邮电大学 一种基于深度学习的多用户数据信息检测方法及装置
CN109246038A (zh) * 2018-09-10 2019-01-18 东南大学 一种数据模型双驱动的gfdm接收机及方法
CN109246048A (zh) * 2018-10-30 2019-01-18 广州海格通信集团股份有限公司 一种基于深度学习的物理层安全通信方法和系统

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
HUAWEI 等: "Discussion on the design of NoMA receiver", 3GPP TSG RAN WG1 MEETING #93, pages 1 - 3 *

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Publication number Publication date
CN114026804B (zh) 2023-12-05
WO2021000264A1 (zh) 2021-01-07
US20220312424A1 (en) 2022-09-29

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