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GSURE-Based Unsupervised Deep Equilibrium Model Learning for Large-Scale Channel Estimation
会议论文
GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024
作者:
Haotian Tian
;
Lixiang Lian
Adobe PDF(1279Kb)
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浏览/下载:55/2
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提交时间:2025/03/18
Adversarial machine learning
Channel estimation
Contrastive Learning
Deep learning
Mean square error
Risk analysis
Risk assessment
Risk perception
Supervised learning
Unsupervised learning
Deep equilibrium model
Equilibrium modelling
Generalized stein unbiased risk estimate
Ground truth
Large-scale channel estimation
Large-scales
Learn+
Learning-based methods
Model learning
Unbiased risk estimates
Numerical simulation of bubble breakup and coalescence in centrifugal impeller based on PBM
期刊论文
HUAGONG XUEBAO/CIESC JOURNAL, 2024, 卷号: 75, 期号: 5, 页码: 1816-1829
作者:
Shi, Yuhui
;
Xing, Jiyuan
;
Jiang, Xuehan
;
Ye, Shuang
;
Huang, Weiguang
Adobe PDF(5256Kb)
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浏览/下载:285/5
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提交时间:2024/08/09
Bubbles (in fluids)
Centrifugal pumps
Channel flow
Computational fluid dynamics
Gases
Impellers
Merging
Population statistics
Two phase flow
Flow channels
Gas content
Gas liquid flows
Gas volume fraction
Inlet gas
Microbubbles
Population balance modelling
Rotational speed
Size-distribution
Suction surfaces
Federated Learning With Energy Harvesting Devices
期刊论文
IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2024, 卷号: 8, 期号: 1, 页码: 190-204
作者:
Li Zeng
;
Dingzhu Wen
;
Guangxu Zhu
;
Changsheng You
;
Qimei Chen
Adobe PDF(6134Kb)
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浏览/下载:556/5
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提交时间:2023/09/22
Channel state information
Data privacy
Dynamic programming
Energy harvesting
Information management
Iterative methods
Job analysis
Resource allocation
Computational modelling
Convergence
Convergence rates
Data utilities
Device selection
Distributed resource allocation
Federated learning
Resource management
Sub-carriers
Task analysis
Gradient and Channel Aware Dynamic Scheduling for Over-the-Air Computation in Federated Edge Learning Systems
期刊论文
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2023, 卷号: 41, 期号: 4, 页码: 1-1
作者:
Jun Du
;
Bingqing Jiang
;
Chunxiao Jiang
;
Yuanming Shi
;
Zhu Han
Adobe PDF(1267Kb)
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收藏
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浏览/下载:942/270
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提交时间:2023/03/10
Constrained optimization
Distributed computer systems
Dynamics
Learning systems
Power control
Privacy-preserving techniques
Atmospheric modeling
Channel adaptation
Communication-efficient distributed learning
Computational modelling
Convergence
Data importance
Distributed learning
Federated learning
Over the airs
Over-the-air computation
Wireless communications
3D Ray Reconstruction Method Based on Enhanced CVAE
期刊论文
北京邮电大学学报, 2022, 卷号: 45, 期号: 5, 页码: 36-41
作者:
Zhu, Jun
;
Yang, Jun
;
Li, Kai
;
Yu, Wenxin
Adobe PDF(1187Kb)
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浏览/下载:270/0
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提交时间:2022/11/25
3D modeling
Codes (symbols)
Errors
Feedback control
Forecasting
MIMO systems
Ray tracing
Signal encoding
Telecommunication repeaters
3d channel model
Auto encoders
Channel modelling
Conditional variational auto-encoder
Massive multiple-input multiple-output
Multiple inputs
Multiple outputs
Prediction errors
Probability: distributions
Training sets
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