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03/07/2023
MU-Massive MIMO with Multiple RISs: SINR Maximization and Asymptotic Analysis
In this letter, we investigate the signal-to-interference-plus-noise-rat...
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03/03/2023
Collaborative Learning with a Drone Orchestrator
In this paper, the problem of drone-assisted collaborative learning is c...
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09/14/2022
Age of Information in Federated Learning over Wireless Networks
In this paper, federated learning (FL) over wireless networks is investi...
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12/22/2021
DRF Codes: Deep SNR-Robust Feedback Codes
We present a new deep-neural-network (DNN) based error correction code f...
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05/04/2021
Deep Extended Feedback Codes
A new deep-neural-network (DNN) based error correction encoder architect...
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04/29/2021
A Novel Look at LIDAR-aided Data-driven mmWave Beam Selection
Efficient millimeter wave (mmWave) beam selection in vehicle-to-infrastr...
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02/04/2021
Federated mmWave Beam Selection Utilizing LIDAR Data
Efficient link configuration in millimeter wave (mmWave) communication s...
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11/14/2020
FedRec: Federated Learning of Universal Receivers over Fading Channels
Wireless communications are often subject to fading conditions. Various ...
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06/21/2020
Pruning the Pilots: Deep Learning-Based Pilot Design and Channel Estimation for MIMO-OFDM Systems
With the large number of antennas and subcarriers, the overhead due to p...
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03/07/2020
Distributed Deep Convolutional Compression for Massive MIMO CSI Feedback
Massive multiple-input multiple-output (MIMO) systems require downlink c...
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02/17/2020
Deep Learning for Massive MIMO Channel State Acquisition and Feedback
Massive multiple-input multiple-output (MIMO) systems are a main enabler...
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10/23/2019
CNN-based Analog CSI Feedback in FDD MIMO-OFDM Systems
Massive multiple-input multiple-output (MIMO) systems require downlink c...
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07/02/2019
Deep Convolutional Compression for Massive MIMO CSI Feedback
Coded caching provides significant gains over conventional uncoded cachi...
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02/09/2019
Sparsity Promoting Reconstruction of Delta Modulated Voice Samples by Sequential Adaptive Thresholds
In this paper, we propose the family of Iterative Methods with Adaptive ...
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11/27/2017