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06/20/2023
Inter-Cell Network Slicing With Transfer Learning Empowered Multi-Agent Deep Reinforcement Learning
Network slicing enables operators to efficiently support diverse applica...
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01/09/2023
Network Slicing via Transfer Learning aided Distributed Deep Reinforcement Learning
Deep reinforcement learning (DRL) has been increasingly employed to hand...
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11/11/2022
A Generative Approach for Production-Aware Industrial Network Traffic Modeling
The new wave of digitization induced by Industry 4.0 calls for ubiquitou...
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06/24/2022
Augmented Reality-Empowered Network Planning Services for Private Networks
To support Industry 4.0 applications with haptics and human-machine inte...
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03/07/2022
Knowledge Transfer in Deep Reinforcement Learning for Slice-Aware Mobility Robustness Optimization
The legacy mobility robustness optimization (MRO) in self-organizing net...
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02/25/2022
Inter-Cell Slicing Resource Partitioning via Coordinated Multi-Agent Deep Reinforcement Learning
Network slicing enables the operator to configure virtual network instan...
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05/05/2021
Leveraging Machine Learning for Industrial Wireless Communications
Two main trends characterize today's communication landscape and are fin...
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02/14/2021
Task-oriented Communication System Design in Cyber-Physical Systems: A Survey on Theory and Applications
Communications system design has been traditionally guided by task-agnos...
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06/24/2019
An End-to-End Performance Analysis for Service Chaining in a Virtualized Network
Future mobile networks supporting Internet of Things are expected to pro...
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03/23/2019
Connections between spectral properties of asymptotic mappings and solutions to wireless network problems
In this study we establish connections between asymptotic functions and ...
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11/06/2018
Traversing Virtual Network Functions from the Edge to the Core: An End-to-End Performance Analysis
Future mobile networks supporting Internet of Things are expected to pro...
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09/20/2018
Dynamic Power Control for Packets with Deadlines
Wireless devices need to adapt their transmission power according to the...
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01/06/2018
Resource Optimization with Flexible Numerology and Frame Structure for Heterogeneous Services
We explore the potential of optimizing resource allocation with flexible...
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09/11/2017