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Federated Learning-Assisted Predictive Beamforming for Extremely Large-Scale Antenna Array Systems with Rate-Splitting Multiple Access
期刊论文
IEEE JOURNAL ON SELECTED TOPICS IN SIGNAL PROCESSING, 2025, 卷号: PP, 期号: 99
作者:
Zhang, Shengyu
;
Mao, Yijie
;
Chen, Zihan
;
Clerckx, Bruno
;
Quek, Tony Q.S.
Adobe PDF(5895Kb)
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收藏
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浏览/下载:52/1
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提交时间:2025/02/12
Antenna feeders
Beam forming networks
Channel capacity
Channel coding
Channel estimation
Channel state information
Resource allocation
Time difference of arrival
Antenna array system
Channel state information at the transmitters
Extremely large-scale antenna array
Federated learning
Large-scales
Multiple access
Patch-mixing
Rate splitting
Rate-splitting multiple access
Users' mobility
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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浏览/下载:39/2
|
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
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:105/1
|
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
RIS-Aided User Localization Design with Multiple Signal Classification Based Orthogonal Subspace Projection
会议论文
2024 IEEE 99TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2024-SPRING), Singapore, Singapore, 24-27 June 2024
作者:
Wanning Meng
;
Zheng Dong
;
Yong Zhou
;
Lei Li
;
Zhi Liu
Adobe PDF(352Kb)
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浏览/下载:364/2
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提交时间:2024/09/30
Channel estimation
Direction of arrival
Maximum likelihood estimation
Multiple signal classification
Multiple signal classification based orthogonal projection
Orthogonal projection
Projection algorithms
Received signals
Reconfigurable
Reconfigurable intelligent surface
Signal classification
Space alternating generalized expectation maximization
Space alternating generalized expectation-maximization
User localization
Arrayed terahertz vector measurement system based on AlGaN/GaN HEMT heterodyne mixer
期刊论文
HONGWAI YU JIGUANG GONGCHENG/INFRARED AND LASER ENGINEERING, 2024, 卷号: 53, 期号: 6, 页码: 166-175
作者:
Wang, Kaichu
;
Ding, Qingfeng
;
Zhou, Qi
;
Cai, Xinhang
;
Zhang, Jinfeng
收藏
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浏览/下载:244/0
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提交时间:2024/09/20
Aluminum gallium nitride
Beam forming networks
Channel estimation
Chemical lasers
Computer testing
Direction of arrival
Distributed feedback lasers
Dye lasers
Frequency estimation
Gallium nitride
Heterodyne detection
Heterodyning
Heterojunctions
High electron mobility transistors
Hydrogen masers
Laser accessories
Laser theory
Liquid lasers
Radiometers
Temperature sensors
Terahertz wave detectors
Tetrodes
Time difference of arrival
AlGaN/GaN high electron mobility transistors
Arrayed detector
Coherent detection
Directionof-arrival (DOA)
Estimation of direction of arrival terahertz wave
Field of views
Heterodyne (coherent) detection
Linear-array
Tera Hertz
Vector detection
End-to-End Hybrid Beamforming for mmWave Integrated Access and Backhaul with Active Sensing Strategy
会议论文
2024 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), Dubai, United Arab Emirates, 21-24 April 2024
作者:
Sisi Lin
;
Xiaoxia Xu
;
Qimei Chen
;
Zihan Zhang
;
Dingzhu Wen
Adobe PDF(599Kb)
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收藏
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浏览/下载:241/1
|
提交时间:2024/07/08
Beamforming
Channel estimation
Complex networks
Deep learning
Fading channels
Finite difference method
Millimeter waves
MIMO systems
Deep learning
End to end
Hybrid beamforming
Integrated access
Integrated access and backhaul
Mm waves
Multiple inputs
Multiple outputs
Multiple-input multiple-output
Transformer
Non-Contact Heart Rate Monitoring Method Based on Wi-Fi CSI Signal
期刊论文
SENSORS, 2024, 卷号: 24, 期号: 7
作者:
Sun, Juncong
;
Bian, Xin
;
Li, Mingqi
Adobe PDF(8012Kb)
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收藏
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浏览/下载:255/70
|
提交时间:2024/04/26
Frequency domain analysis
Frequency estimation
Heart
Patient monitoring
Wireless local area networks (WLAN)
Channel state information
Channel-state information
Heart-rate
Heart-rate monitoring
Information signals
Monitoring methods
Non-contact
Non-contact monitoring
Rate estimation
Subcarrier selection
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:163/1
|
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
Proximal Gradient-Based Unfolding for Massive Random Access in IoT Networks
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Yinan Zou
;
Yong Zhou
;
Xu Chen
;
Yonina C. Eldar
Adobe PDF(1650Kb)
|
收藏
|
浏览/下载:387/39
|
提交时间:2024/07/02
Channel estimation
Computer system recovery
Gradient methods
Internet of things
Neural networks
Signal reconstruction
Signal to noise ratio
Activity detection
Compressed-Sensing
Convergence
Gradient's methods
Joint activity
Joint activity detection and channel estimation
Massive random access
Neural-networks
Proximal gradient unfolding
Random access
Signal processing algorithms
Unfoldings
Channel Estimation Based on Contrastive Feature Learning with Few Labeled Samples
会议论文
2023 IEEE 24TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (SPAWC), Shanghai, China, 25-28 Sept. 2023
作者:
Xu, Yihan
;
Lian, Lixiang
Adobe PDF(3135Kb)
|
收藏
|
浏览/下载:347/0
|
提交时间:2024/01/19
Contrastive feature learning
channel estimation
few labeled samples
feature extraction
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