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Spin-multiplexed metasurface inverse-design based on a bi-directional deep neural network for terahertz wavefront control
期刊论文
OPTICA, 2025, 卷号: 12, 期号: 4, 页码: 505-517
作者:
Wei, Haoran
;
He, Xiaoyong
;
Cao, Wenhan
收藏
|
浏览/下载:16/0
|
提交时间:2025/05/09
Circular polarization
Integrated circuit design
Integrated optics
Inverse problems
Laser beams
Light polarization
Spin dynamics
Spin polarization
Structural analysis
Structural dynamics
Thermography (imaging)
Wavefronts
Bi
directional
Channel's capacity
Electromagnetics
Inverse designs
MetaLens
Metasurface
Neural network model
Neural
networks
Tera Hertz
Wave front control
GSURE-Based Unsupervised Deep Equilibrium Model Learning for Large-Scale Channel Estimation
会议论文
GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024
作者:
Haotian Tian
;
Lixiang Lian
Adobe PDF(1279Kb)
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收藏
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浏览/下载:42/2
|
提交时间:2025/03/18
Adversarial machine learning
Channel estimation
Contrastive Learning
Deep learning
Mean square error
Risk analysis
Risk assessment
Risk perception
Supervised learning
Unsupervised learning
Deep equilibrium model
Equilibrium modelling
Generalized stein unbiased risk estimate
Ground truth
Large-scale channel estimation
Large-scales
Learn+
Learning-based methods
Model learning
Unbiased risk estimates
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:167/1
|
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
Regularized Deep Generative Model Learning for Real-time Massive MIMO Channel Tracking
会议论文
ICASSP 2023 - 2023 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), Rhodes island, Greece, 04-10 June, 2023
作者:
Lixiang Lian
;
Ben Wang
Adobe PDF(750Kb)
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收藏
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浏览/下载:311/0
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提交时间:2023/03/12
Real-time channel tracking
regularized deep generative model
dynamic sparsity
The interplay between logistics strategy and platform's channel structure design in B2C platform market
期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2023, 卷号: 310, 期号: 2, 页码: 812-833
作者:
Liu, He
;
Xu, Tianting
;
Jing, Shuai
;
Liu, Zhidong
;
Wang, Shouyang
Adobe PDF(3478Kb)
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收藏
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浏览/下载:455/0
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提交时间:2023/04/07
Commerce
Outsourcing
Building platforms
Channel structures
Game-theoretic model
Horizontal competition
Hybrid channels
Logistics platforms
Logistics strategy
Pricing strategy
Structure design
Third-party logistics
3D Ray Reconstruction Method Based on Enhanced CVAE
期刊论文
北京邮电大学学报, 2022, 卷号: 45, 期号: 5, 页码: 36-41
作者:
Zhu, Jun
;
Yang, Jun
;
Li, Kai
;
Yu, Wenxin
Adobe PDF(1187Kb)
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收藏
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浏览/下载:255/0
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提交时间:2022/11/25
3D modeling
Codes (symbols)
Errors
Feedback control
Forecasting
MIMO systems
Ray tracing
Signal encoding
Telecommunication repeaters
3d channel model
Auto encoders
Channel modelling
Conditional variational auto-encoder
Massive multiple-input multiple-output
Multiple inputs
Multiple outputs
Prediction errors
Probability: distributions
Training sets
Modeling and Analysis of Fine-Grained Interference from International Mobile Communication System Terrestrial Base Stations to Low Earth Orbit Satellites
期刊论文
激光与光电子学进展, 2022, 卷号: 59, 期号: 3
作者:
Shi Yan
;
Xie Zhuochen
;
Liu Huijie
Adobe PDF(830Kb)
|
收藏
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浏览/下载:223/0
|
提交时间:2022/11/08
spectrum analysis
low earth orbit satellites
co-channel interference analysis
clutter loss model
international mobile communication system
free-space optical communication
Online Compressive Channel Learning Using Untrained Deep Generative Model
会议论文
IEEE VEHICULAR TECHNOLOGY CONFERENCE, Helsinki, Finland, June 19, 2022 - June 22, 2022
作者:
Wang, Ben
;
Lian, Lixiang
Adobe PDF(539Kb)
|
收藏
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浏览/下载:251/1
|
提交时间:2022/09/30
Deep neural networks
E-learning
Large dataset
Learning systems
MIMO systems
Channel estimation algorithms
Compressive channel estimations
Deep generative model
Estimation performance
Generative model
Image priors
Learn+
Learned regularization
Network-based
Regularisation
Communication-Efficient Device Scheduling via Over-the-Air Computation for Federated Learning
会议论文
2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE, GLOBECOM 2022 - PROCEEDINGS, Virtual, Online, Brazil, December 4, 2022 - December 8, 2022
作者:
Bingqing Jiang
;
Jun Du
;
Chunxiao Jiang
;
Yuanming Shi
;
Zhu Han
Adobe PDF(664Kb)
|
收藏
|
浏览/下载:176/0
|
提交时间:2023/03/10
onstrained optimization
Energy resources
Energy utilization
Internet of things
Learning systems
Power control
Centralised
Channel conditions
Collaborative modeling
Device scheduling
Distributed solutions
Model training
Over the airs
Performance
Privacy disclosures
Training framework
Client Selection for Asynchronous Federated Learning with Fairness Consideration
会议论文
2022 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS 2022, Seoul, Korea, Republic of, May 16, 2022 - May 20, 2022
作者:
Zhu, Hongbin
;
Yang, Miao
;
Kuang, Junqian
;
Qian, Hua
;
Zhou, Yong
Adobe PDF(227Kb)
|
收藏
|
浏览/下载:683/0
|
提交时间:2022/08/08
Computing power
Channel conditions
Computing power
Distributed learning
Learning frameworks
Long term fairness
Machine learning models
Model aggregations
Selection problems
Synchronous models
Time varying
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