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Information Bottleneck Based Joint Feedback and Channel Learning in FDD Massive MIMO Systems
会议论文
2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE, GLOBECOM 2022 - PROCEEDINGS, Virtual, Online, Brazil, December 4, 2022 - December 8, 2022
作者:
Jiaqi Cao
;
Lixiang Lian
Adobe PDF(668Kb)
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收藏
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浏览/下载：188/2
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提交时间：2023/03/10
Channel estimation
Cost reduction
Frequency division multiplexing
Learning algorithms
Learning systems
Compression channels
Compression quantization
Feedback channel
Feedback compressions
Feedback overhead
Feedback quantization
Frequency division
Information bottleneck
Machine-learning
Optimal balance
CMOR can see more: Centralized Optical Routing in Multi-layer Space Networks
会议论文
2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE, GLOBECOM 2022 - PROCEEDINGS, Virtual, Online, Brazil, December 4, 2022 - December 8, 2022
作者:
Rui Li
;
Baojun Lin
;
Yingchun Liu
;
Shuangjie Tan
;
Shuai Zhao
Adobe PDF(523Kb)
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收藏
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浏览/下载：249/0
|
提交时间：2023/03/10
Network layers
Optical communication
Optical links
Orbits
Routing algorithms
Centralised
Centralized routing strategy
Multi-layer laser space network
Multi-layers
Optical routing
Routing strategies
Single layer
Space network
Traffic loads
Traffic management
Timely Status Update for Wireless Data Aggregation via Over-the-Air Computation
会议论文
2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE, GLOBECOM 2022 - PROCEEDINGS, Virtual, Online, Brazil, December 4, 2022 - December 8, 2022
作者:
Luteng Qiao
;
Yong Zhou
Adobe PDF(430Kb)
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浏览/下载：481/0
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提交时间：2023/03/10
ean square error
Scheduling algorithms
Access points
Aggregated information
Average ages
Data aggregation
Over the airs
Remote monitoring
Specific time
Status updates
Time-varying environments
Wireless data
Communication-Efficient Device Scheduling via Over-the-Air Computation for Federated Learning
会议论文
2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE, GLOBECOM 2022 - PROCEEDINGS, Virtual, Online, Brazil, December 4, 2022 - December 8, 2022
作者:
Bingqing Jiang
;
Jun Du
;
Chunxiao Jiang
;
Yuanming Shi
;
Zhu Han
Adobe PDF(664Kb)
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浏览/下载：175/0
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提交时间：2023/03/10
onstrained optimization
Energy resources
Energy utilization
Internet of things
Learning systems
Power control
Centralised
Channel conditions
Collaborative modeling
Device scheduling
Distributed solutions
Model training
Over the airs
Performance
Privacy disclosures
Training framework
Task Offloading and Resource Allocation in CPU-GPU Heterogeneous Networks
会议论文
2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE, GLOBECOM 2022 - PROCEEDINGS, Virtual, Online, Brazil, December 4, 2022 - December 8, 2022
作者:
Chenyu Gong
;
Mulei Ma
;
Liantao Wu
;
Wenxiang Liu
;
Yong Zhou
Adobe PDF(820Kb)
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收藏
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浏览/下载：514/0
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提交时间：2023/03/10
omputation offloading
Computing power
Convex optimization
Energy utilization
Green computing
Heterogeneous networks
Integer programming
Multitasking
Nonlinear programming
Program processors
Resource allocation
Scheduling algorithms
Simulated annealing
Computing capability
Convex optimization algorithms
CPU-GPU
General purpose CPUs
Parallel com- puting
Research topics
Resources allocation
Simulated annealing optimization
Task offloading
Tasks scheduling
Social-Aware Edge Intelligence: A Constrained Graphical Bandit Approach
会议论文
2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE, GLOBECOM 2022 - PROCEEDINGS, Virtual, Online, Brazil, December 4, 2022 - December 8, 2022
作者:
Simeng Bian
;
Shangshang Wang
;
Yinxu Tang
;
Ziyu Shao
Adobe PDF(7888Kb)
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浏览/下载：221/0
|
提交时间：2023/03/10
Budget control
Energy resources
Graphic methods
Grinding (machining)
Learning systems
Device selection
Edge intelligence
Edge server
End-devices
Learning tasks
Limited communication
Machine-learning
Network edges
Selection problems
Social-aware
Coded MapReduce with Pre-set Data and Reduce Function Assignments
会议论文
2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE, GLOBECOM 2022 - PROCEEDINGS, Virtual, Online, Brazil, December 4, 2022 - December 8, 2022
作者:
Yuhan Wang
;
Youlong Wu
Adobe PDF(233Kb)
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收藏
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浏览/下载：290/1
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提交时间：2023/03/10
Digital storage
Distributed computer systems
Multicasting
Coded transmission
Coding
Communication load
Computational capability
File placement
Function assignment
Heterogeneous
Map-reduce
Optimal communication
Upper Bound
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