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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
收藏
|
浏览/下载:46/0
|
提交时间:2025/03/18
Edge computing
Integrated circuit design
Network security
Privacy by design
Satellite communication systems
Tropics
Architecture designs
Design optimization
Fine tuning
Foundation models
Intelligence models
Low earth orbit satellites
Modeling architecture
Proposed architectures
Satellite data
System optimizations
Interference mitigation method for LEO satellites with optimal dynamic switching array elements in co-frequency beams
期刊论文
ELECTRONICS LETTERS, 2024, 卷号: 60, 期号: 24
作者:
Wang, Haiwang
;
Huang, Chenguang
;
Zou, Cheng
;
Shao, Fengwei
;
Li, Guotong
Adobe PDF(1165Kb)
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收藏
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浏览/下载:82/1
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提交时间:2025/01/10
Antenna grounds
Cochannel interference
Mobile telecommunication systems
Satellite antennas
Satellite communication systems
Steerable antennas
Tropics
Array elements
Beam-steering
Dynamic switching
Interference mitigation
LEO satellite
Mitigation methods
Optimal dynamics
Phased-arrays
Satellite communications
Switching arrays
SDDRL-SR: A High-Reliability Satellite Routing Algorithm Based on Deep Reinforcement Learning
会议论文
2024 IEEE 99TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2024-SPRING), Singapore, Singapore, 24-27 June 2024
作者:
Zhao-Long Ding
;
Hui-Jie Liu
;
Feng Tian
;
Zi-Jian Yang
Adobe PDF(559Kb)
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收藏
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浏览/下载:161/1
|
提交时间:2024/09/30
Bayesian networks
Deep learning
Reinforcement learning
Routing algorithms
Satellite communication systems
Satellite links
Dijkstra
Distributed routing
End to end latencies
Low earth orbit satellite network
Low earth orbit satellites
Reinforcement learnings
Routing methods
Routings
Satellite network
Two-hop state-aware
RSMA-Based Bistatic ISAC Framework for LEO Satellite Systems
会议论文
2024 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), Denver, CO, USA, 9-13 June 2024
作者:
Adobe PDF(1795Kb)
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收藏
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浏览/下载:275/1
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提交时间:2024/08/26
Beamforming
Benchmarking
Communication satellites
Radar receivers
Radar target recognition
Satellite communication systems
Signal to noise ratio
Tropics
Bistatic
Communication framework
Integrated sensing
Integrated sensing and communication
Low earth orbit satellite systems
Low earth orbit satellites
Multiple access
Precoder optimizations
Rate splitting
Rate-splitting multiple access
Decentralized Satellite Federated Learning via Intra- and Inter-Orbit Communications
会议论文
2024 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS 2024, Denver, CO, USA, 9-13 June 2024
作者:
Zhou Fangtong
;
Wang Zhibin
;
Shi Yuanming
;
Zhou Yong
Adobe PDF(693Kb)
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收藏
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浏览/下载:439/5
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提交时间:2024/05/27
Combinatorial optimization
Energy utilization
Frequency allocation
Resource allocation
Routing algorithms
Satellite communication systems
Satellite links
Tropics
Computing resource
Convergence time
Data resources
Decentralised
Ground stations
Joint resource allocations
Learning frameworks
Resource routing
Routing selection
Selection algorithm
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
;
Jingjing Zhao
;
Yuanming Shi
Adobe PDF(1755Kb)
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收藏
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浏览/下载:165/1
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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
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
;
Zeng, Li
;
Zhu, Jingyang
;
Zhou, Yong
;
Jiang, Chunxiao
Adobe PDF(21668Kb)
|
收藏
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浏览/下载:430/13
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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
Analog Beamforming Enabled Multicasting: Finite-Alphabet Inputs and Statistical CSI
期刊论文
IEEE COMMUNICATIONS LETTERS, 2024, 卷号: PP, 期号: 99, 页码: 1785-1789
作者:
Yanjun Wu
;
Zhong Xie
;
Zhuochen Xie
;
Chongjun Ouyang
;
Xuwen Liang
Adobe PDF(213Kb)
|
收藏
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浏览/下载:198/18
|
提交时间:2024/06/03
Array processing
Asymptotic analysis
Beamforming
Channel state information
Multicasting
Satellite communication systems
Analog beamforming
Array signal processing
Finite-alphabet inputs
Multicast
Multicast communication
Performances evaluation
Radiofrequencies
Small-satellite
Statistical channel state information
Statistical channel state informations
Symbol
Interference Management in Space-Air-Ground Integrated Networks with Fully Distributed Rate-Splitting Multiple Access
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: PP, 期号: 99, 页码: 149-164
作者:
Shengyu Zhang
;
Yijie Mao
;
Bruno Clerckx
;
Tony Q.S. Quek
Adobe PDF(4358Kb)
|
收藏
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浏览/下载:162/1
|
提交时间:2024/11/11
Amplitude modulation
Antenna grounds
Beam forming networks
Benchmarking
Integrated circuit design
Recurrent neural networks
Satellite communication systems
Satellites
Space division multiple access
Structural analysis
Structural dynamics
Unmanned aerial vehicles (UAV)
Air grounds
Deep learning
Ergodics
Integrated networks
Interference management
Multiple access
Rate splitting
Rate-splitting multiple access
Space-air-ground integrated network
Sum-rate
Review on laser intersatellite link: Current status, trends, and prospects
期刊论文
HONGWAI YU JIGUANG GONGCHENG/INFRARED AND LASER ENGINEERING, 2023, 卷号: 52, 期号: 3
作者:
Adobe PDF(995Kb)
|
收藏
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浏览/下载:324/0
|
提交时间:2023/07/14
Bandwidth
Communication satellites
Earth (planet)
Orbits
Quality of service
Satellite communication systems
Space research
Spectrum efficiency
Tracking (position)
'current
Coherent communication
Communication and information systems
Communications systems
Intersatellite links
Laser communication terminals
Laser intersatellite link
Satellite laser communication
Satellite network
Satellite ranging
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