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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
;
Peng Yang
;
Jingyang Zhu
;
Dingzhu Wen
;
Ting Wang
收藏
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浏览/下载:57/0
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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
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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浏览/下载:454/5
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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:174/1
|
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
Energy-Constrained Online Matching for Satellite-Terrestrial Integrated Networks
会议论文
IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, Virtual, Online, Canada, June 14, 2021 - June 23, 2021
作者:
Wang, Jingye
;
Gao, Xin
;
Huang, Xi
;
Leng, Qiuyu
;
Shao, Ziyu
Adobe PDF(3254Kb)
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收藏
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浏览/下载:289/0
|
提交时间:2021/12/03
Satellite-terrestrial integrated networks
Task scheduling
Resource allocation
Data-driven bandit learning
Learning-aided online control
Beam Coverage Comparison of LEO Satellite Systems Based on User Diversification (vol 7, pg 181656, 2019)
期刊论文
IEEE ACCESS, 2021, 卷号: 9, 期号: 99, 页码: 106269-106269
作者:
Shiyi Xia
;
Quanjiang Jiang
;
Cheng Zou
;
Guotong Li
Adobe PDF(9240Kb)
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收藏
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浏览/下载:302/1
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提交时间:2021/08/16
Satellites
Low earth orbit satellites
Orbits
Analytical models
Data models
Uplink
Downlink
Beam coverages
Boresight
Downlink direction
LEO satellite systems
One Step Ahead: A Framework for Detecting Unexpected Incidents and Predicting the Stock Markets
期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 30292-30305
作者:
Ziyue Li
;
Shiwei Lyu
;
Haipeng Zhang
;
Tianpei Jiang
Adobe PDF(2067Kb)
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收藏
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浏览/下载:395/1
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提交时间:2021/04/01
Stock markets
Terrorism
Biological system modeling
Databases
Predictive models
Data mining
Satellites
Satellite data
stock market prediction
terrorist attacks
unexpected incidents
The research on system error of Inter-Satellite-Link (ISL) measurements for autonomous navigation of Beidou system
期刊论文
ADVANCES IN SPACE RESEARCH, 2017, 卷号: 60, 期号: 1, 页码: 65-81
作者:
Chang, Jiachao
;
Shang, Lin
;
Li, Guotong
Adobe PDF(2364Kb)
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收藏
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浏览/下载:513/2
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提交时间:2017/07/12
Autonomous navigation
System error
Inter-satellite-link
Onboard data
Accuracy of orbit determination
Accuracy of time synchronization
The Accuracy Analysis of Autonomous Orbit Determination Based on Onboard Observation Data of Inter-Satellite Link
会议论文
CHINA SATELLITE NAVIGATION CONFERENCE (CSNC) 2016 PROCEEDINGS, VOL III, Changsha, China
作者:
Chang, Jiachao
;
Shang, Lin
;
Li, Guotong
Adobe PDF(524Kb)
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收藏
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浏览/下载:450/2
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提交时间:2017/07/04
Autonomous navigation
Inter-satellite link
Simulation data
Onboard data
Accuracy of orbit determination
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