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07/03/2023
A Multi-Agent Deep Reinforcement Learning Approach for RAN Resource Allocation in O-RAN
Artificial intelligence (AI) and Machine Learning (ML) are considered as...
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11/25/2022
Mobile Edge Vertical Applications Using ETSI MEC APIs and Sandbox
MEC Sandbox is an excellent tool that simulates wireless networks and de...
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11/21/2022
Intent-Based Orchestration for Application Relocation in a 5G Cloud-native Platform
The need of mobile network operators for cost-effectiveness is driving 5...
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07/25/2022
Cloud-native 5G experimental platform with over-the-air transmissions and end-to-end monitoring
5G represents a revolutionary shift with respect to previous generations...
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02/03/2022
End-to-End Latency Analysis and Optimal Block Size of Proof-of-Work Blockchain Applications
Due to the increasing interest in blockchain technology for fostering se...
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06/10/2021
Stateless Reinforcement Learning for Multi-Agent Systems: the Case of Spectrum Allocation in Dynamic Channel Bonding WLANs
Spectrum allocation in the form of primary channel and bandwidth selecti...
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08/27/2020
Wi-Fi All-Channel Analyzer
In this paper, we present WACA, the first system to simultaneously measu...
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10/08/2019
A Flexible Machine Learning-Aware Architecture for Future WLANs
Lots of hopes have been placed in Machine Learning (ML) as a key enabler...
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10/08/2019
A Flexible Machine Learning-Aware Architecturefor Future WLANs
Lots of hopes have been placed in Machine Learning (ML) as a key enabler...
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07/09/2019
Spatial Reuse in IEEE 802.11ax WLANs
Dealing with massively crowded scenarios is one of the most ambitious go...
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07/01/2019
Online Primary Channel Selection for Dynamic Channel Bonding in High-Density WLANs
In order to dynamically adapt the transmission bandwidth in wireless loc...
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06/19/2019
On the Performance of the Spatial Reuse Operation in IEEE 802.11ax WLANs
The Spatial Reuse (SR) operation included in the IEEE 802.11ax-2020 (11a...
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11/29/2018
Komondor: a Wireless Network Simulator for Next-Generation High-Density WLANs
Komondor is a wireless network simulator for next-generation wireless lo...
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05/28/2018
Potential and Pitfalls of Multi-Armed Bandits for Decentralized Spatial Reuse in WLANs
Spatial Reuse (SR) has recently gained attention for performance maximiz...
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04/16/2018
Machine Learning and Software Defined Networks for High-Density WLANs
Next generation of wireless local area networks (WLANs) will operate in ...
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03/29/2018
Towards Energy Efficient LPWANs through Learning-based Multi-hop Routing for the Uplink
Low-power wide area networks (LPWANs) have been identified as one of the...
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03/24/2018
To overlap or not to overlap: Enabling Channel Bonding in High Density WLANs
Wireless local area networks (WLANs) are the most popular kind of wirele...
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01/02/2018
Performance Analysis of Dynamic Channel Bonding in Spatially Distributed High Density WLANs
In this paper we discuss the effects on throughput and fairness of dynam...
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10/31/2017