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上海科技大学知识管理系统
ShanghaiTech University Knowledge Management System
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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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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
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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浏览/下载:255/70
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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
Large Covariance Matrix Estimation Based on Factor Models via Nonconvex Optimization
会议论文
ICASSP 2024 - 2024 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), Seoul, Korea, Republic of, 14-19 April 2024
作者:
Shanshan Zou
;
Ziping Zhao
Adobe PDF(959Kb)
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浏览/下载:259/3
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提交时间:2024/03/29
Covariance matrix estimation
low-rank plus sparse
minimax rate
nonconvex statistical optimization
factor models
Rate-Splitting Multiple Access for Simultaneous Multi-User Communication and Multi-Target Sensing
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: PP, 期号: 99, 页码: 1-6
作者:
Chen, Kexin
;
Mao, Yijie
;
Yin, Longfei
;
Xu, Chengcheng
;
Huang, Yang
Adobe PDF(339Kb)
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浏览/下载:352/43
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提交时间:2024/04/26
Economic and social effects
Eigenvalues and eigenfunctions
Frequency estimation
Multiple access interference
Radar measurement
Radar target recognition
Space division multiple access
Communications systems
Integrated sensing
Interference
matrix
Moving targets
Multi-targets
Multiple access
Multiuser communication
Rate splitting
Sensing systems
Rate-splitting multiple access (RSMA)
integrated sensing and communication (ISAC)
Cramer-Rao bound
Rate-Splitting assisted Massive Machine-Type Communications in Cell-Free Massive MIMO
期刊论文
IEEE COMMUNICATIONS LETTERS, 2022, 卷号: 26, 期号: 6
作者:
Anup Mishra
;
Yijie Mao
;
Luca Sanguinetti
;
Bruno Clerckx
Adobe PDF(169Kb)
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浏览/下载:594/200
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提交时间:2022/04/02
Cells
Channel estimation
Channel state information
Communication channels (information theory)
Cytology
Heuristic methods
MIMO systems
Power control
Signal to noise ratio
Cell-free
Cell-free massive multiple-input multiple-output
Downlink
Interference
Machinetype communication (MTC)
Massive machine type communication mMTC
Massive multiple-input multiple-output
Pilot contaminations
Power-control
Rate splitting
Rate-splitting
Ranking from crowdsourced pairwise comparisons via smoothed Riemannian optimization
会议论文
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
作者:
Dong, Jialin
;
Yang, Kai
;
Shi, Yuanming
Adobe PDF(922Kb)
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浏览/下载:243/0
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提交时间:2022/12/09
Crowdsourcing
Collaborative filtering
Data acquisition
Matrix algebra
Maximum likelihood estimation
Constrained optimization
Numerical methods
Large dataset
Constrained optimi-zation problems
Crowdsourced data
Matrix manifolds
Pair-wise comparison
Ranking
Riemannian optimizations
State-of-the-art algorithms
Superlinear convergence rate
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