Search Results for author: Cristina Cano

Found 4 papers, 3 papers with code

Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks

2 code implementations17 May 2020 Francesc Wilhelmi, Marc Carrascosa, Cristina Cano, Anders Jonsson, Vishnu Ram, Boris Bellalta

Without any doubt, Machine Learning (ML) will be an important driver of future communications due to its foreseen performance when applied to complex problems.

BIG-bench Machine Learning

Spatial Reuse in IEEE 802.11ax WLANs

2 code implementations9 Jul 2019 Francesc Wilhelmi, Sergio Barrachina Muñoz, Cristina Cano, Ioannis Selinis, Boris Bellalta

In particular, the main objective of the SR operation is to maximize the utilization of the medium by increasing the number of parallel transmissions.

Networking and Internet Architecture

Implications of Decentralized Q-learning Resource Allocation in Wireless Networks

1 code implementation30 May 2017 Francesc Wilhelmi, Boris Bellalta, Cristina Cano, Anders Jonsson

Reinforcement Learning is gaining attention by the wireless networking community due to its potential to learn good-performing configurations only from the observed results.

Q-Learning

State-of-the-art in Power Line Communications: from the Applications to the Medium

no code implementations29 Feb 2016 Cristina Cano, Alberto Pittolo, David Malone, Lutz Lampe, Andrea M. Tonello, Anand Dabak

In this article we provide an overview of both narrowband and broadband systems, covering potential applications, regulatory and standardization efforts and recent research advancements in channel characterization, physical layer performance, medium access and higher layer specifications and evaluations.

Networking and Internet Architecture

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