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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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04/15/2023
Channel Estimation for Multicarrier Systems with Tightly-Coupled Broadband Arrays
This paper develops a linear minimum mean-square error (LMMSE) channel e...
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03/13/2023
Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues
Data-driven machine learning (ML) is promoted as one potential technolog...
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02/22/2023
Physically Consistent Models for Intelligent Reflective Surface-assisted Communications under Mutual Coupling and Element Size Constraint
We investigate the benefits of mutual coupling effects between the passi...
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11/19/2022
Continual Learning-Based MIMO Channel Estimation: A Benchmarking Study
With the proliferation of deep learning techniques for wireless communic...
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10/12/2022
Nonlocal Reconfigurable Intelligent Surfaces for Wireless Communication: Modeling and Physical Layer Aspects
Delivering wireless ultrahigh-speed access at wider coverage is becoming...
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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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10/30/2021
Optimizing Binary Symptom Checkers via Approximate Message Passing
Symptom checkers have been widely adopted as an intelligent e-healthcare...
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08/24/2021
Modulating Intelligent Surfaces for Multi-User MIMO Systems: Beamforming and Modulation Design
This paper introduces a novel approach of utilizing the reconfigurable i...
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02/01/2021
Joint Active and Passive Beamforming for IRS-Assisted Multi-User MIMO Systems: A VAMP Approach
This paper tackles the problem of joint active and passive beamforming o...
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12/04/2020
Massive MIMO with Dense Arrays and 1-bit Data Converters
We consider wireless communication systems with compact planar arrays ha...
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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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09/15/2020
Bilinear Generalized Vector Approximate Message Passing
We introduce the bilinear generalized vector approximate message passing...
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07/09/2020
Age-Limited Capacity of Massive MIMO
In this paper, we investigate the age-limited capacity of the Gaussian m...
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02/07/2020
Massive Unsourced Random Access Based on Uncoupled Compressive Sensing: Another Blessing of Massive MIMO
We put forward a new algorithmic solution to the massive unsourced rando...
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03/05/2019