Distfl: An enhanced fl approach for non trusted setting in water distribution networks

H Kabbaj, M El Hanjri, A Kobbane… - ICC 2023-IEEE …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) is changing today's world, and Machine Learning (ML) is a major
contributor to this revolution in terms of data exchange to mature connected objects. In this …

A cooperative game based mechanism for autonomous organization and ubiquitous connectivity in VANETs

A Mabrouk, A Naja, OA Oualhaj, A Kobbane… - … Modelling Practice and …, 2021 - Elsevier
Abstract Vehicular communications in Vehicular Ad-hoc NETworks (VANETs) play an
interesting role in improving traffic flow on the roads. In such wireless networks, the vehicles …

Meeting Always-Best-Connected paradigm in heterogeneous vehicular networks: A graph theory and a signaling game analysis

A Mabrouk, A Kobbane, E Sabir, J Ben-Othman… - Vehicular …, 2016 - Elsevier
Due to the high mobility of vehicles and the dynamic topology changes of vehicular
networks, it is difficult to satisfy drivers needs through a single wireless network …

Group vertical handoff management in heterogeneous networks

A Walid, A Kobbane, A Mabrouk, E Sabir… - Wireless …, 2016 - Wiley Online Library
Traditional vertical handover schemes postulate that vertical handovers (VHOs) of users
come on an individual basis. This enables users to know previously the decision already …

A many-to-many matching game in ultra-dense LTE HetNets

M Amine, A Walid, A Kobbane… - 2017 13th International …, 2017 - ieeexplore.ieee.org
In this work, we focus our study to improving the energy efficiency of mobile cellular users in
ultra-dense LTE HetNets. The hyper-dense co-channel deployment of indoor LTE small cell …

Dynamic user preference based group vertical handoffs in heterogeneous wireless networks: a non-cooperative game approach

P Goyal, DK Lobiyal, CP Katti - Wireless Networks, 2020 - Springer
When a group of Mobile Users (MUs) equipped with multi-mode or multi-home terminals,
like passengers on board a bus or a train or a car, moves from one wireless network (WN) to …

A signaling game-based mechanism to meet always best connected service in VANETs

A Mabrouk, A Kobbane, E Sabir… - 2015 IEEE Global …, 2015 - ieeexplore.ieee.org
In heterogeneous network environments, users need to have mechanisms in place to decide
which network is the most suitable at each moment in time for every application that the user …

Matching game for green uplink in hyper dense LTE HeTNets

M Amine, A Walid, OA Oualhaj… - … Conference on Wireless …, 2016 - ieeexplore.ieee.org
In this paper, we aim to improve the energy efficiency of cellular users located in hyper-
dense co-channel deployments of LTE small cell Networks (SCNs), randomly distributed …

Vertical group handover congestion game for a vehicular platoon in VLC networks

N Mouawad, R Khoder, R Naja, S Tohme - Annals of Telecommunications, 2022 - Springer
Vehicle platooning systems improve road active safety while reducing vehicular congestion.
Visible light communications (VLC) is an efficient technology that enables safety messages …

A distributed open-close access for small-cell networks: A random matrix game analysis

SB Chekroun, E Sabir, A Kobbane… - 2015 International …, 2015 - ieeexplore.ieee.org
Nowadays, Small-Cells are widely being deployed to assist and improve performance of
mobile networks. Indeed, they are a promising solution to improve coverage and to offload …