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11/16/2022
One-bit mmWave MIMO Channel Estimation using Deep Generative Networks
As future wireless systems trend towards higher carrier frequencies and ...
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05/25/2022
Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation
Future wireless systems are trending towards higher carrier frequencies ...
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10/07/2021
Distributed Proximal Policy Optimization for Contention-Based Spectrum Access
The increasing number of wireless devices operating in unlicensed spectr...
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10/05/2021
A Deep Reinforcement Learning Framework for Contention-Based Spectrum Sharing
The increasing number of wireless devices operating in unlicensed spectr...
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09/24/2021
Distributed Deep Reinforcement Learning for Adaptive Medium Access and Modulation in Shared Spectrum
Spectrum scarcity has led to growth in the use of unlicensed spectrum fo...
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10/19/2020
DeepWiPHY: Deep Learning-based Receiver Design and Dataset for IEEE 802.11ax Systems
In this work, we develop DeepWiPHY, a deep learning-based architecture t...
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06/08/2020