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20162026
most citedPotential and Pitfalls of Multi-Armed Bandits for Decentralized Spatial Reuse in WLANs

55 citations · 72 across the 11 of their papers we have counts for

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Showing 2018Show all

6 papers · 1 filter

cs.NI2018★ 2 cited

Komondor: a Wireless Network Simulator for Next-Generation High-Density WLANs

Sergio Barrachina-Muñoz, Francesc Wilhelmi, Ioannis Selinis +1

Komondor is a wireless network simulator for next-generation wireless local area networks (WLANs). The simulator has been conceived as an accessible (ready-to-use) open source tool…

cs.NI2018★ 55 cited

Potential and Pitfalls of Multi-Armed Bandits for Decentralized Spatial Reuse in WLANs

Francesc Wilhelmi, Sergio Barrachina-Muñoz, Cristina Cano +3

Spatial Reuse (SR) has recently gained attention to maximize the performance of IEEE 802.11 Wireless Local Area Networks (WLANs). Decentralized mechanisms are expected to be key in…

cs.NI2018

Combining Software Defined Networks and Machine Learning to enable Self Organizing WLANs

Álvaro López-Raventós, Francesc Wilhelmi, Sergio Barrachina-Muñoz +1

Next generation of wireless local area networks (WLANs) will operate in dense, chaotic and highly dynamic scenarios that in a significant number of cases may result in a low user e…

cs.NI2018

Towards Energy Efficient LPWANs through Learning-based Multi-hop Routing

Sergio Barrachina-Muñoz, Toni Adame, Albert Bel +1

Low-power wide area networks (LPWANs) have been identified as one of the top emerging wireless technologies due to their autonomy and wide range of applications. Yet, the limited e…

cs.NI2018

To overlap or not to overlap: Enabling Channel Bonding in High-Density WLANs

Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta

Wireless local area networks (WLANs) are the most popular kind of wireless Internet connection because of their simplicity of deployment and operation. As a result, the number of d…

cs.NI2018

Dynamic Channel Bonding in Spatially Distributed High-Density WLANs

Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta

In this paper, we discuss the effects on throughput and fairness of dynamic channel bonding (DCB) in spatially distributed high-density wireless local area networks (WLANs). First,…