11 citations · 18 across the 4 of their papers we have counts for
6 papers
Recurrent Neural Networks for Handover Management in Next-Generation Self-Organized Networks
Zoraze Ali, Marco Miozzo, Lorenza Giupponi +3
In this paper, we discuss a handover management scheme for Next Generation Self-Organized Networks. We propose to extract experience from full protocol stack data, to make smart ha…
NR-U and WiGig Coexistence in 60 GHz Bands
Natale Patriciello, Sanjay Goyal, Sandra Lagen +4
In December 2019, the 3GPP defined the road-map for Release-17, which includes new features on the operation of New Radio (NR) in millimeter-wave bands with highly directional comm…
An E2E Simulator for 5G NR Networks
Natale Patriciello, Sandra Lagen, Biljana Bojovic +1
As the specification of the new 5G NR standard proceeds inside 3GPP, the availability of a versatile, full-stack, End-to-End (E2E), and open source simulator becomes a necessity to…
Mobile Traffic Classification through Physical Channel Fingerprinting: a Deep Learning Approach
Hoang Duy Trinh, Angel Fernandez Gambin, Lorenza Giupponi +2
The automatic classification of applications and services is an invaluable feature for new generation mobile networks. Here, we propose and validate algorithms to perform this task…
From 4G to 5G: Self-organized Network Management meets Machine Learning
Jessica Moysen, Lorenza Giupponi
In this paper, we provide an analysis of self-organized network management, with an end-to-end perspective of the network. Self-organization as applied to cellular networks is usua…
Simulating LTE and Wi-Fi Coexistence in Unlicensed Spectrum with ns-3
Lorenza Giupponi, Thomas Henderson, Biljana Bojovic +1
The use of unlicensed spectrum for future LTE systems raises concerns about its impact on co-located Wi-Fi networks. We report herein on extensions to a popular network simulator,…