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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
|
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
Iterative Channel Estimation for OTFS-based LEO-Sat Communication Using Comb-type ZC Sequences
会议论文
GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024
作者:
Haiwei Shi
;
Wang Xing
;
Yiqing Zhou
;
Yu Zhang
;
Shuo Zhou
Adobe PDF(361Kb)
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收藏
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浏览/下载:108/1
|
提交时间:2024/12/03
Channel coding
Channel estimation
Frequency estimation
Orthogonal functions
Phase shift keying
Tropics
Data interference
DD domain
Iterative channel estimation
Low earth orbit satellites
Orthogonal time frequency space modulation
Peak-to-average power
Peakto-average power ratios (PAPR)
Power
Time-frequency space
Zadoff-Chu sequence
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
|
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
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:
Juha Park
;
Jaehyup Seong
;
Jaehak Ryu
;
Yijie Mao
;
Wonjae Shin
Adobe PDF(1795Kb)
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收藏
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浏览/下载:275/1
|
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:437/5
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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)
|
收藏
|
浏览/下载:164/1
|
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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