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Brain-Inspired Decentralized Satellite Learning in Space Computing Power Networks
预印本
2025
作者:
Yang, Peng
;
Wang, Ting
;
Cai, Haibin
;
Shi, Yuanming
;
Jiang, Chunxiao
收藏
|
浏览/下载:16/0
|
提交时间:2025/03/31
Microservice Deployment in Space Computing Power Networks via Robust Reinforcement Learning
预印本
2025
作者:
Yu, Zhiyong
;
Jiang, Yuning
;
Liu, Xin
;
Shi, Yuanming
;
Jiang, Chunxiao
收藏
|
浏览/下载:28/0
|
提交时间:2025/03/10
Space Computing Power Network
LEO satellite constellation
remote sensing
microservice deployment
robust optimization
robust reinforcement learning
Satellite Federated Fine-Tuning for Foundation Models: Architecture Design and System Optimization
会议论文
GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024
作者:
Yan Zhu
;
Peng Yang
;
Jingyang Zhu
;
Dingzhu Wen
;
Ting Wang
收藏
|
浏览/下载:37/0
|
提交时间:2025/03/18
Toward Effective and Interpretable Semantic Communications
期刊论文
IEEE NETWORK, 2024, 卷号: 38, 期号: 6, 页码: 1-1
作者:
Youlong Wu
;
Yuanmin Shi
;
Shuai Ma
;
Chunxiao Jiang
;
Wei Zhang
Adobe PDF(1448Kb)
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浏览/下载:314/5
|
提交时间:2024/07/08
Semantics
Task analysis
Entropy
Distortion
Distortion measurement
Data mining
Feature extraction
Hierarchical Learning and Computing over Space-Ground Integrated Networks
预印本
2024
作者:
Zhu, Jingyang
;
Shi, Yuanming
Adobe PDF(11710Kb)
|
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浏览/下载:375/4
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提交时间:2024/09/08
Space-ground integrated networks
hierarchical learning
topology-aware energy-efficient routing
Integrated Sensing-Communication-Computation for Edge Artificial Intelligence
期刊论文
IEEE INTERNET OF THINGS MAGAZINE, 2024, 卷号: 7, 期号: 4, 页码: 14 - 20
作者:
Wen, Dingzhu
;
Li, Xiaoyang
;
Zhou, Yong
;
Shi, Yuanming
;
Wu, Sheng
Adobe PDF(907Kb)
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收藏
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浏览/下载:427/5
|
提交时间:2024/01/09
Integrated Sensing-Communication-Computation
Edge AI
Federated Learning
Over-the-Air Computation for 6G: Foundations, Technologies, and Applications
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Zhibin Wang
Adobe PDF(1381Kb)
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收藏
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浏览/下载:418/38
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提交时间:2024/05/27
Over-the-air computation
integrated communication and computation
federated learning
Adaptive Partitioning and Placement for Two-Layer Collaborative Caching in Mobile Edge Computing Networks
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Zhao, Yingxue
;
Xiao, Ailing
;
Wu, Sheng
;
Jiang, Chunxiao
;
Kuang, Linling
Adobe PDF(1974Kb)
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收藏
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浏览/下载:245/0
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提交时间:2024/02/02
Mobility of users
device-to-device (D2D) communications
edge cache
gNB clusters
cache partitioning
5G mobile communication systems
Base stations
Energy utilization
5g mobile communication
Cache partitioning
Collaboration
D2D communications
Delay
Device-to-device (D2D) communication
Device-to-Device communications
Edge cache
GNB cluster
Mobile communications
Mobility of user
Satellite Federated Edge Learning: Architecture Design and Convergence Analysis
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Shi, Yuanming
Adobe PDF(21668Kb)
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收藏
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浏览/下载:420/13
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提交时间:2024/08/09
Communication satellites
Learning systems
Orbits
Remote sensing
Satellite communication systems
Transmissions
Architecture designs
Convergence analysis
Design Analysis
Earth orbits
Federated edge learning
Intersatellite links
Learning architectures
Low-earth-orbit mega-constellation
Model aggregations
Satellite communications
Dual Driven Leaning for Joint Activity Detection and Channel Estimation in Multibeam LEO Satellite Communications
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2024, 卷号: PP, 期号: 99
作者:
Shuntian Zheng
;
Sheng Wu
;
Haoge Jia
Adobe PDF(1755Kb)
|
收藏
|
浏览/下载:157/1
|
提交时间:2024/09/18
Channel estimation
Compressed sensing
Forward error correction
Geodetic satellites
Image coding
Image thinning
Satellite communication systems
Time difference of arrival
Tropics
Activity detection
Estimation problem
Joint activity
Joint activity detection and channel estimation
Leo satellites communications
Massive access
Model and data dual driven
Multibeams
Random access
Satellite communications
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