Sana Ben Jemaa

According to our database1, Sana Ben Jemaa authored at least 58 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Radio Environment Map Based Inter-Cell Interference Coordination for Massive-MIMO Systems.
IEEE Trans. Mob. Comput., January, 2024

2023
Portability of Hybrid machine learning based model for anomaly forecasting in mobile networks.
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

Approximation of SINR and rate distributions in the presence of path-loss, shadowing and fast-fading.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Deep learning based context classification for cognitive network management.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Robustness Analysis of Hybrid Machine Learning Model for Anomaly Forecasting in Radio Access Networks.
Proceedings of the IEEE Symposium on Computers and Communications, 2023

2022
SINR Prediction in Presence of Correlated Shadowing in Cellular Networks.
IEEE Trans. Wirel. Commun., 2022

A Large Deviations Model for Latency Outage for URLLC.
Proceedings of the Performance Evaluation Methodologies and Tools, 2022

Anticipatory Slice Resource Reservation for 5G Vehicular URLLC Based on Radio Statistics.
Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022

A Hybrid machine learning based model for congestion prediction in mobile networks.
Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022

2021
Guest Editorial: Location Awareness for 5G and Beyond.
IEEE Commun. Mag., 2021

Proactive RAN Resource Reservation for URLLC Vehicular Slice.
Proceedings of the 93rd IEEE Vehicular Technology Conference, 2021

Contextual Bandit for Cognitive Management of Self-Organizing Networks.
Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

2020
SINR and Rate Distributions for Downlink Cellular Networks.
IEEE Trans. Wirel. Commun., 2020

Anomaly prediction in mobile networks : A data driven approach for machine learning algorithm selection.
Proceedings of the NOMS 2020, 2020

2019
5G Radio Access Network Slicing: System-Level Evaluation and Management.
IEEE Veh. Technol. Mag., 2019

5G RAN Slicing for Verticals: Enablers and Challenges.
IEEE Commun. Mag., 2019

2018
Heuristic approach for forecast scheduling.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference Workshops, 2018

Linear UCB for Online SON Management.
Proceedings of the 87th IEEE Vehicular Technology Conference, 2018

Softwarized and distributed learning for SON management systems.
Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

Cognitive policy based SON management demonstrator.
Proceedings of the 21st Conference on Innovation in Clouds, 2018

2017
Fixed Rank Kriging for Cellular Coverage Analysis.
IEEE Trans. Veh. Technol., 2017

Cognitive management of self - Organized radio networks based on multi armed bandit.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

Q-Learning for Policy Based SON Management in wireless Access Networks.
Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

Machine learning for predicting QoE of video streaming in mobile networks.
Proceedings of the IEEE International Conference on Communications, 2017

2016
SON Coordination in Heterogeneous Networks: A Reinforcement Learning Framework.
IEEE Trans. Wirel. Commun., 2016

Spatial Prediction Under Location Uncertainty in Cellular Networks.
IEEE Trans. Wirel. Commun., 2016

On Mobility Parameter Configurations That Can Lead to Chained Handovers.
IEEE Trans. Commun., 2016

2015
SON conflict diagnosis in heterogeneous networks.
Proceedings of the 26th IEEE Annual International Symposium on Personal, 2015

2014
A Heuristic Coordination Framework for Self-Optimizing Mechanisms in LTE HetNets.
IEEE Trans. Veh. Technol., 2014

Low complexity spatial interpolation for cellular coverage analysis.
Proceedings of the 12th International Symposium on Modeling and Optimization in Mobile, 2014

SON Coordination for parameter conflict resolution: A reinforcement learning framework.
Proceedings of the 2014 IEEE Wireless Communications and Networking Conference Workshops, 2014

Coordinating SON Instances: A Reinforcement Learning Framework.
Proceedings of the IEEE 80th Vehicular Technology Conference, 2014

SON conflict resolution using reinforcement learning with state aggregation.
Proceedings of the 4th workshop on All things cellular: operations, 2014

Coordinating SON instances: Reinforcement learning with distributed value function.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

Coverage mapping using spatial interpolation with field measurements.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

Low complexity SON coordination using reinforcement learning.
Proceedings of the IEEE Global Communications Conference, 2014

2013
Bayesian spatial interpolation as an emerging cognitive radio application for coverage analysis in cellular networks.
Trans. Emerg. Telecommun. Technol., 2013

Automated coverage hole detection for cellular networks using radio environment maps.
Proceedings of the 11th International Symposium and Workshops on Modeling and Optimization in Mobile, 2013

Harvesting MDT data: Radio environment maps for coverage analysis in cellular networks.
Proceedings of the 8th International Conference on Cognitive Radio Oriented Wireless Networks, 2013

2012
Improving coverage estimation for cellular networks with spatial bayesian prediction based on measurements.
Proceedings of the 2012 ACM SIGCOMM workshop on Cellular networks: operations, 2012

2011
Best Sensor Selection for an Iterative REM Construction.
Proceedings of the 74th IEEE Vehicular Technology Conference, 2011

A survey on YouTube streaming service.
Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools Communications, 2011

A performance evaluation framework for control loop interaction in Self Organizing Networks.
Proceedings of the IEEE 22nd International Symposium on Personal, 2011

An algorithm for fast REM construction.
Proceedings of the 6th International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2011

2010
An analytical framework for modeling distributed JRRM decision in cognitive networks.
Proceedings of the IEEE 21st International Symposium on Personal, 2010

2009
Q-learning for joint access decision in heterogeneous networks.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009

2008
On the Impact of Mobility and Joint RRM Policies on a Cooperative WiMAX/HSDPA Network.
Proceedings of the WCNC 2008, IEEE Wireless Communications & Networking Conference, March 31 2008, 2008

Informed spectrum usage in cognitive radio networks: Interference cartography.
Proceedings of the IEEE 19th International Symposium on Personal, 2008

A Game-Theoretic Model for Radio Resource Management in a Cooperative WIMAX/HSDPA Network.
Proceedings of IEEE International Conference on Communications, 2008

2007
Policy based RRM for network-terminal decision sharing.
IEEE Veh. Technol. Mag., 2007

Neural networks for adaptive vertical handover decision.
Proceedings of the 5th International Symposium on Modeling and Optimization in Mobile, 2007

Optimal Decision Making Distribution in Composite Networks.
Proceedings of the IEEE 18th International Symposium on Personal, 2007

2006
Fast and reliable performance evaluation in mobile wireless networks using dynamic simulations.
Comput. Electr. Eng., 2006

Common Pilot Channel for network selection.
Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

UMTS to WLAN Handover based on A Priori Knowledge of the Networks.
Proceedings of IEEE International Conference on Communications, 2006

2005
Quality indicator matrices and their contribution to WCDMA network design.
IEEE Trans. Veh. Technol., 2005

2004
Manual and Automatic Design for UMTS Networks.
Mob. Networks Appl., 2004

UMTS design strategies based on indicator matrix approach.
Proceedings of IEEE International Conference on Communications, 2004


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