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04/19/2023
On the Capacity Region of Reconfigurable Intelligent Surface Assisted Symbiotic Radios
In this paper, we are interested in reconfigurable intelligent surface (...
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03/24/2023
Multiple Access Design for Symbiotic Radios: Facilitating Massive IoT Connections with Cellular Networks
Symbiotic radio (SR) has emerged as a spectrum- and energy-efficient par...
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01/18/2022
Leaving No One Behind: A Multi-Scenario Multi-Task Meta Learning Approach for Advertiser Modeling
Advertisers play an essential role in many e-commerce platforms like Tao...
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08/03/2021
Semi-Supervised Learning for Channel Charting-Aided IoT Localization in Millimeter Wave Networks
In this paper, a novel framework is proposed for channel charting (CC)-a...
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03/30/2021
Symbiotic Communications: Where Marconi Meets Darwin
With the proliferation of wireless applications, the electromagnetic (EM...
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02/22/2021
Distributed Generative Adversarial Networks for mmWaveChannel Modeling in Wireless UAV Networks
In this paper, a novel framework is proposed to enable air-to-ground cha...
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02/02/2021
Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks
In this paper, a novel framework is proposed to perform data-driven air-...
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11/30/2020
SAR Image Despeckling Based on Convolutional Denoising Autoencoder
In Synthetic Aperture Radar (SAR) imaging, despeckling is very important...
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11/03/2020
Distributional Reinforcement Learning for mmWave Communications with Intelligent Reflectors on a UAV
In this paper, a novel communication framework that uses an unmanned aer...
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02/24/2020
Millimeter Wave Communications with an Intelligent Reflector: Performance Optimization and Distributional Reinforcement Learning
In this paper, a novel framework is proposed to optimize the downlink mu...
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08/08/2019
Reflections in the Sky: Millimeter Wave Communication with UAV-Carried Intelligent Reflectors
In this paper, a novel approach that uses an unmanned aerial vehicle (UA...
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06/15/2019
Large Intelligent Surface/Antennas (LISA): Making Reflective Radios Smart
Large intelligent surface/antennas (LISA), a two-dimensional artificial ...
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05/10/2019
Intelligent User Association for Symbiotic Radio Networks using Deep Reinforcement Learning
In this paper, we are interested in symbiotic radio networks, in which a...
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04/07/2019
An Open Source Modeling Framework for Interdependent Energy-Transportation- Communication Infrastructure in Smart and Connected Communities
Infrastructure in future smart and connected communities is envisioned a...
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11/03/2018
Predictive Deployment of UAV Base Stations in Wireless Networks: Machine Learning Meets Contract Theory
In this paper, a novel framework that enables a predictive deployment of...
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04/30/2018
Machine Learning for Predictive On-Demand Deployment of UAVs for Wireless Communications
In this paper, a novel machine learning (ML) framework is proposed for e...
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01/04/2018