research
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07/14/2023
From Multilayer Perceptron to GPT: A Reflection on Deep Learning Research for Wireless Physical Layer
Most research studies on deep learning (DL) applied to the physical laye...
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08/02/2022
Super-Wideband Massive MIMO
We present a unified model for connected antenna arrays with a massive (...
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11/17/2021
Achievable Rate of Near-Field Communications Based on Physically Consistent Models
This paper introduces a novel information-theoretic approach for studyin...
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11/11/2020
Achievable Rate with Antenna Size Constraint: Shannon meets Chu and Bode
The achievable rate of existing wireless systems is commonly studied bas...
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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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11/15/2018
MIMO Beampattern and Waveform Design with Low Resolution DACs
Digital beamforming and waveform generation techniques in MIMO radar off...
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03/01/2018
