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Hierarchical Federated Learning with Integrated Sensing-Communication-Computation over Space-Air-Ground Integrated Networks
会议论文
2025 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC)
作者:
Zhanpeng,Yang
;
Pengfei,Zhang
;
Jingyang,Zhu
;
Dingzhu,Wen
;
Yuanming,Shi
Adobe PDF(678Kb)
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收藏
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浏览/下载:68/5
|
提交时间:2025/03/13
Communication-efficient Federated Learning with Privacy Enhancing via Probabilistic Scheduling
会议论文
2024 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), Hangzhou, China, 7-9 Aug. 2024
作者:
Ziao Zhou
;
Shaoming Huang
;
Youlong Wu
;
Dingzhu Wen
;
Ting Wang
Adobe PDF(604Kb)
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收藏
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浏览/下载:313/1
|
提交时间:2024/09/30
Differential privacy
Device access
Differential privacies
Gaussians
Intelligence services
Key technologies
Performance
Privacy concerns
Probabilistic scheduling
Training time
Transmission costs
Over-the-Air Federated Edge Learning with Integrated Sensing, Communication, and Computation
会议论文
2024 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), Hangzhou, China, 7-9 Aug. 2024
作者:
Dingzhu Wen
;
Sijing Xie
;
Xiaowen Cao
;
Yuanhao Cui
;
Weijie Yuan
Adobe PDF(402Kb)
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浏览/下载:348/8
|
提交时间:2024/09/30
Adversarial machine learning
Contrastive Learning
Machine learning
Resource allocation
Stochastic control systems
Stochastic models
Stochastic systems
Batch sizes
Edge server
Human motion recognition
Integrated sensing
Local model
Machine learning models
Noise ratio
Over the airs
Sensing data
Signal to noise
Over-the-Air Computation Assisted Federated Learning with Progressive Training
会议论文
ICC 2024 - IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, Denver, CO, USA, 9-13 June 2024
作者:
Ge Gao
;
Qiaochu An
;
Zhibin Wang
;
Zixin Wang
;
Yuanming Shi
Adobe PDF(1013Kb)
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收藏
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浏览/下载:374/4
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提交时间:2024/08/26
Adversarial machine learning
Differential privacy
Integer programming
Mixed-integer linear programming
Edge intelligence
Energy
Global models
Large models
Learning performance
Multiple stages
Over the airs
Privacy preserving
Submodels
Transmission overheads
Uplink Performance of Cell-Free Massive MIMO with Rate-Splitting
会议论文
ICC 2024 - IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, Denver, CO, USA, 9-13 June 2024
作者:
Xilai Feng
;
Jiayi Zhang
;
Jiakang Zheng
;
Yijie Mao
;
Bo Ai
Adobe PDF(481Kb)
|
收藏
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浏览/下载:276/2
|
提交时间:2024/08/26
Communication channels (information theory)
Spectrum efficiency
Cell-free
Imperfect channel state information
Multiple inputs
Multiple outputs
Multiple-Input Multiple- Output systems
Perfect channel state information
Performance
Rate splitting
Splitting strategies
Uplink performance
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:273/1
|
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:
Adobe PDF(693Kb)
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收藏
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浏览/下载:434/5
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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
Multiclass Remote Interference Prediction Network Using Genetic Programming
会议论文
ICC 2024 - IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS
作者:
Zhang Hanzhong
;
Zhou Ting
;
Chen Xianfu
;
Xu Tianheng
;
Hu Honglin
收藏
|
浏览/下载:297/0
|
提交时间:2024/03/28
Two-Stage Optimization for Efficient V2G Coordination in Distribution Power System
会议论文
2024 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CONTROL, AND COMPUTING TECHNOLOGIES FOR SMART GRIDS, SMARTGRIDCOMM 2024, Oslo, Norway, September 17, 2024 - September 20, 2024
作者:
Tian, Pengchao
;
Yan, Siqi
;
Pan, Bikang
;
Shi, Ye
Adobe PDF(675Kb)
|
收藏
|
浏览/下载:130/22
|
提交时间:2024/12/27
Integer linear programming
Nonlinear programming
Vehicle-to-grid
Difference of convex
Grid scheduling
Mixed-integer nonlinear programming
Mixed-Integer Programming
Optimal power flows
Optimisations
Trust region
Trust region optimization
Vehicle to grids
Vehicle-to-grid scheduling
Green Federated Learning over Cloud-RAN with Limited Fronthaul and Quantized Neural Networks
会议论文
2023 IEEE INTERNATIONAL MEDITERRANEAN CONFERENCE ON COMMUNICATIONS AND NETWORKING (MEDITCOM), Dubrovnik, Croatia, 4-7 Sept. 2023
作者:
Jiali Wang
;
Yijie Mao
;
Ting Wang
;
Yuanming Shi
Adobe PDF(1453Kb)
|
收藏
|
浏览/下载:333/0
|
提交时间:2023/10/16
Cloud radio access network (Cloud-RAN)
federated learning (FL)
quantized neural network (QNN)
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