CN108134979B - 基于深度神经网络的小基站开关控制方法 - Google Patents
基于深度神经网络的小基站开关控制方法 Download PDFInfo
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- CN108134979B CN108134979B CN201711261843.7A CN201711261843A CN108134979B CN 108134979 B CN108134979 B CN 108134979B CN 201711261843 A CN201711261843 A CN 201711261843A CN 108134979 B CN108134979 B CN 108134979B
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06N3/084—Backpropagation, e.g. using gradient descent
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W52/00—Power management, e.g. TPC [Transmission Power Control], power saving or power classes
- H04W52/02—Power saving arrangements
- H04W52/0203—Power saving arrangements in the radio access network or backbone network of wireless communication networks
- H04W52/0206—Power saving arrangements in the radio access network or backbone network of wireless communication networks in access points, e.g. base stations
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D30/00—Reducing energy consumption in communication networks
- Y02D30/70—Reducing energy consumption in communication networks in wireless communication networks
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CN201711261843.7A CN108134979B (zh) | 2017-12-04 | 2017-12-04 | 基于深度神经网络的小基站开关控制方法 |
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CN108134979A CN108134979A (zh) | 2018-06-08 |
CN108134979B true CN108134979B (zh) | 2020-04-14 |
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Families Citing this family (7)
Publication number | Priority date | Publication date | Assignee | Title |
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CN108834079B (zh) * | 2018-09-21 | 2020-05-01 | 北京邮电大学 | 一种在异构网络中基于移动性预测的负载均衡优化方法 |
CN109447275B (zh) * | 2018-11-09 | 2022-03-29 | 西安邮电大学 | Udn中基于机器学习的切换方法 |
CN109729540B (zh) * | 2019-01-18 | 2022-05-17 | 福建福诺移动通信技术有限公司 | 一种基于神经网络的基站参数自动优化方法 |
CN110072016A (zh) * | 2019-01-29 | 2019-07-30 | 浙江鹏信信息科技股份有限公司 | 一种利用通话行为时域滤波实现不良语音分类的方法 |
CN109819522B (zh) * | 2019-03-15 | 2021-08-24 | 电子科技大学 | 一种平衡能耗与用户服务质量的用户带宽资源分配方法 |
US20230362823A1 (en) * | 2020-07-27 | 2023-11-09 | Telefonaktiebolaget Lm Ericsson (Publ) | Method Performed by a Radio Network Node for Determining a Changed Bandwidth Interval |
CN114339962B (zh) * | 2020-09-29 | 2023-07-14 | ***通信集团设计院有限公司 | 基站节能方法、装置及*** |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101128056A (zh) * | 2007-09-19 | 2008-02-20 | 中兴通讯股份有限公司 | 一种协作式小区间干扰消除方法 |
CN106683666A (zh) * | 2016-12-23 | 2017-05-17 | 上海语知义信息技术有限公司 | 一种基于深度神经网络的领域自适应方法 |
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- 2017-12-04 CN CN201711261843.7A patent/CN108134979B/zh active Active
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101128056A (zh) * | 2007-09-19 | 2008-02-20 | 中兴通讯股份有限公司 | 一种协作式小区间干扰消除方法 |
CN101128056B (zh) * | 2007-09-19 | 2012-01-18 | 中兴通讯股份有限公司 | 一种协作式小区间干扰消除方法 |
CN106683666A (zh) * | 2016-12-23 | 2017-05-17 | 上海语知义信息技术有限公司 | 一种基于深度神经网络的领域自适应方法 |
Non-Patent Citations (1)
Title |
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Coverage and Rate Analysis for Non-uniform Millimeter-Wave Heterogeneous Cellular Network;刘楠,潘志文,尤肖虎 等;《2016年第8届无线通信与信号处理国际会议(WCSP)》;20161015;全文 * |
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