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05/15/2023
Deep-Unfolding for Next-Generation Transceivers
The stringent performance requirements of future wireless networks, such...
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06/08/2022
Robust Semantic Communications with Masked VQ-VAE Enabled Codebook
Although semantic communications have exhibited satisfactory performance...
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06/08/2022
Mixed-Timescale Deep-Unfolding for Joint Channel Estimation and Hybrid Beamforming
In massive multiple-input multiple-output (MIMO) systems, hybrid analog-...
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02/07/2022
Robust Semantic Communications Against Semantic Noise
Although the semantic communications have exhibited satisfactory perform...
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01/20/2022
DDPG-Driven Deep-Unfolding with Adaptive Depth for Channel Estimation with Sparse Bayesian Learning
Deep-unfolding neural networks (NNs) have received great attention since...
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10/22/2021
Two-Timescale End-to-End Learning for Channel Acquisition and Hybrid Precoding
In this paper, we propose an end-to-end deep learning-based joint transc...
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05/28/2021
Blending Advertising with Organic Content in E-Commerce: A Virtual Bids Optimization Approach
In e-commerce platforms, sponsored and non-sponsored content are jointly...
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01/05/2021
Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO with Lens Arrays
The millimeter wave (mmWave) multiuser multiple-input multiple-output (M...
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06/15/2020