CN112688772B - Machine learning superimposed training sequence frame synchronization method - Google Patents
Machine learning superimposed training sequence frame synchronization method Download PDFInfo
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- CN112688772B CN112688772B CN202011498196.3A CN202011498196A CN112688772B CN 112688772 B CN112688772 B CN 112688772B CN 202011498196 A CN202011498196 A CN 202011498196A CN 112688772 B CN112688772 B CN 112688772B
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- 238000012549 training Methods 0.000 title claims abstract description 72
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- 238000010801 machine learning Methods 0.000 title claims abstract description 9
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- 238000013528 artificial neural network Methods 0.000 claims abstract description 6
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- 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
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CN114096000B (en) * | 2021-11-18 | 2023-06-23 | 西华大学 | Combined frame synchronization and channel estimation method based on machine learning |
CN114157544B (en) * | 2021-12-07 | 2023-04-07 | 中南大学 | Frame synchronization method, device and medium based on convolutional neural network |
CN117295149B (en) * | 2023-11-23 | 2024-01-30 | 西华大学 | Frame synchronization method and system based on low-complexity ELM assistance |
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CN101292481A (en) * | 2005-09-06 | 2008-10-22 | 皇家飞利浦电子股份有限公司 | Method and apparatus for estimating channel based on implicit training sequence |
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CN102291360A (en) * | 2011-09-07 | 2011-12-21 | 西南石油大学 | Superimposed training sequence based optical OFDM (Orthogonal Frequency Division Multiplexing) system and frame synchronization method thereof |
TWI446770B (en) * | 2012-01-20 | 2014-07-21 | Nat Univ Tsing Hua | Communication system having data-dependent superimposed training mechanism and communication method thereof |
CN110830112A (en) * | 2019-10-16 | 2020-02-21 | 青岛海信电器股份有限公司 | Visible light communication method and device |
CN111970078B (en) * | 2020-08-14 | 2022-08-16 | 西华大学 | Frame synchronization method for nonlinear distortion scene |
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Application publication date: 20210420 Assignee: Suining Feidian Cultural Communication Co.,Ltd. Assignor: XIHUA University Contract record no.: X2023510000027 Denomination of invention: A Machine Learning Overlay Training Sequence Frame Synchronization Method Granted publication date: 20220826 License type: Common License Record date: 20231129 |
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Application publication date: 20210420 Assignee: Chengdu Yingling Feifan Technology Co.,Ltd. Assignor: XIHUA University Contract record no.: X2023510000032 Denomination of invention: A Machine Learning Overlay Training Sequence Frame Synchronization Method Granted publication date: 20220826 License type: Common License Record date: 20231212 Application publication date: 20210420 Assignee: Sichuan Shenglongxing Technology Co.,Ltd. Assignor: XIHUA University Contract record no.: X2023510000031 Denomination of invention: A Machine Learning Overlay Training Sequence Frame Synchronization Method Granted publication date: 20220826 License type: Common License Record date: 20231211 |