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06/06/2023
Destination Scheduling for Secure Pinhole-Based Power-Line Communication
We propose an optimal destination scheduling scheme to improve the physi...
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05/31/2023
Variational f-Divergence and Derangements for Discriminative Mutual Information Estimation
The accurate estimation of the mutual information is a crucial task in v...
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05/22/2023
Cooperative Channel Capacity Learning
In this paper, the problem of determining the capacity of a communicatio...
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11/25/2022
Copula Density Neural Estimation
Probability density estimation from observed data constitutes a central ...
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05/14/2022
MIND: Maximum Mutual Information Based Neural Decoder
We are assisting at a growing interest in the development of learning ar...
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11/15/2021
Discriminative Mutual Information Estimation for the Design of Channel Capacity Driven Autoencoders
The development of optimal and efficient machine learning-based communic...
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07/07/2021
Discriminative Mutual Information Estimators for Channel Capacity Learning
Channel capacity plays a crucial role in the development of modern commu...
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09/11/2020
Capacity-Approaching Autoencoders for Communications
The autoencoder concept has fostered the reinterpretation and the design...
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04/24/2019
Machine Learning Tips and Tricks for Power Line Communications
A great deal of attention has been recently given to Machine Learning (M...
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12/07/2018
New Findings about Multi Conductor Noise in Narrow Band PLC
The market projection for Internet of Things (IoT) systems is appealing ...
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09/25/2018
Physical Layer Key Generation for Secure Power Line Communications
Leakage of information in power line communication networks is a threat ...
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02/13/2018
Broadband MIMO Couplers Characterization and Comparison
This paper focuses on MIMO Power Line Communication (PLC) to provide inc...
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02/05/2018
Smart Routing for Improved PLC Backhauling of the Radio Access Network
Transmission line theory enables the bottom up study of networks based o...
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10/27/2016
Novel Grid Topology Estimation Technique Exploiting PLC Modems
A fundamental requirement to develop routing strategies in power line ne...
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03/05/2016