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Shengheng Liu

Model-driven deep neural network for enhanced direction finding with commodity 5G gNodeB

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Dec 14, 2024
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5G NR monostatic positioning with array impairments: Data-and-model-driven framework and experiment results

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Dec 11, 2024
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Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems

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Dec 10, 2024
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Fine-grained graph representation learning for heterogeneous mobile networks with attentive fusion and contrastive learning

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Dec 10, 2024
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In-Situ Calibration of Antenna Arrays for Positioning With 5G Networks

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Mar 08, 2023
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Fast Direct Localization for Millimeter Wave MIMO Systems via Deep ADMM Unfolding

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Feb 06, 2023
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Link-level simulator for 5G localization

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Dec 26, 2022
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Unsupervised Recurrent Federated Learning for Edge Popularity Prediction in Privacy-Preserving Mobile Edge Computing Networks

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Jul 06, 2022
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Learning-Aided Beam Prediction in mmWave MU-MIMO Systems for High-Speed Railway

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Jun 30, 2022
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Learnable Model-Driven Performance Prediction and Optimization for Imperfect MIMO System: Framework and Application

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Jun 30, 2022
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