6 papers
Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks
Francesc Wilhelmi, Marc Carrascosa, Cristina Cano +3
Without any doubt, Machine Learning (ML) will be an important driver of future communications due to its foreseen performance when applied to complex problems. However, the applica…
Channel load aware AP / Extender selection in Home WiFi networks using IEEE 802.11k/v
Toni Adame, Marc Carrascosa, Boris Bellalta +2
Next-generation Home WiFi networks have to step forward in terms of performance. New applications such as on-line games, virtual reality or high quality video contents will further…
Multi-Armed Bandits for Decentralized AP selection in Enterprise WLANs
Marc Carrascosa, Boris Bellalta
WiFi densification leads to the existence of multiple overlapping coverage areas, which allows user stations (STAs) to choose between different Access Points (APs). The standard Wi…
Time-Sensitive Networking in IEEE 802.11be: On the Way to Low-latency WiFi 7
Toni Adame, Marc Carrascosa, Boris Bellalta
Short time after the official launch of WiFi 6, IEEE 802.11 working groups are already designing its successor in the wireless local area network (WLAN) ecosystem: WiFi 7. With the…
Decentralized AP selection using Multi-Armed Bandits: Opportunistic ε-Greedy with Stickiness
Marc Carrascosa, Boris Bellalta
WiFi densification leads to the existence of multiple overlapping coverage areas, which allows user stations (STAs) to choose between different Access Points (APs). The standard Wi…
The TMB path loss model for 5 GHz indoor WiFi scenarios: On the empirical relationship between RSSI, MCS, and spatial streams
Toni Adame, Marc Carrascosa, Boris Bellalta
The WiFi landscape is rapidly changing over the last years, responding to the new needs of wireless communications. IEEE 802.11ax is the next fast-approaching standard, addressing…