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Machine Learning for Large-Scale Optimization in 6G Wireless Networks
期刊论文
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2023, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Yandong Shi
;
Lixiang Lian
;
Yuanming Shi
;
Zixin Wang
;
Yong Zhou
Adobe PDF(6378Kb)
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浏览/下载：1031/346
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提交时间：2023/08/18
5G mobile communication systems
Computational efficiency
Convex optimization
Learning algorithms
Reinforcement learning
Semantics
Wireless networks
6g
6g mobile communication
Large-scale network
Large-scale optimization
Learning to optimize
Machine learning algorithms
Machine-learning
Matching pursuit algorithms
Mobile communications
Nonconvex optimization
Optimisations
Wireless communications
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications
期刊论文
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2022, 卷号: 40, 期号: 1
作者:
Letaief, Khaled B.
;
Shi, Yuanming
;
Lu, Jianmin
;
Lu, Jianhua
Adobe PDF(25205Kb)
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浏览/下载：775/145
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提交时间：2021/12/17
5G mobile communication systems
Application programs
Computer architecture
Data Analytics
Deep learning
Energy utilization
Job analysis
Network architecture
Quality of service
Wireless networks
6g
6g mobile communication
Communication system security
Edge artificial intelligence
Edge inference
Edge training
End to end
End-to-end architecture
Federated learning
Large-scale optimization
Mobile communications
Over the airs
Over-the-air computation
Resources allocation
Service-driven resource allocation
Task analysis
Task-oriented
Task-oriented communication
A First Look at Energy Consumption of NB-IoT in the Wild: Tools and Large-Scale Measurement
期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2021, 卷号: 29, 期号: 6
作者:
Adobe PDF(1238Kb)
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浏览/下载：409/0
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提交时间：2021/12/24
5G mobile communication systems
Energy utilization
Machine-to-machine communication
Radio access networks
Cellular infrastructure
Control messages
Diagnostic tools
Field measurement
In-depth analysis
Large-scale measurement
Network coverage
Network partitions
Multi-scale Segmentation Network for Rib Fracture Classification from CT Images
会议论文
LECTURE NOTES IN COMPUTER SCIENCE, Virtual, Online, September 27, 2021 - September 27, 2021
作者:
Liu, Jiameng
;
Cui, Zhiming
;
Sun, Yuhang
;
Jiang, Caiwen
;
Chen, Zirong
Adobe PDF(567Kb)
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浏览/下载：452/0
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提交时间：2021/12/03
Computerized tomography
Fracture
Image classification
Image segmentation
Large dataset
Medical computing
Medical imaging
Classification accuracy
Clinical evaluation
CT Image
Multi
scale network
Multi
scales
Multiscale segmentation
Performance
Rib fracture classification
Rib fractures
Segmentation for classification
Systematic Topology Design for Large-Scale Networks: A Unified Framework
会议论文
PROCEEDINGS - IEEE INFOCOM, Toronto, ON, Canada, July 6, 2020 - July 9, 2020
作者:
Yijia Chang
;
Xi Huang
;
Longxiulin Deng
;
Ziyu Shao
;
Junshan Zhang
Adobe PDF(1028Kb)
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浏览/下载：334/0
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提交时间：2022/12/09
Computation theory
Design
Fault tolerance
Decomposition methods
Economic and social effects
Combinatorial design theory
Decomposition methods
Large-scale network
Networked systems
Performance analysis
Performance metrics
Top down approaches
Unified framework
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