activity
20102022
most citedStatistical Learning in Automated Troubleshooting: Application to LTE Interference Mitigation

17 citations · 28 across the 8 of their papers we have counts for

collaborators

8 papers

cs.NI2022★ 1 cited

5G-Enabled Smart Manufacturing -- A booklet by 5G-SMART

Leefke Grosjean, Krister Landernäs, Berna Sayrac +6

In this booklet the most important learnings and key results of 5G-SMART in the area of smart manufacturing are summarized.

cs.IT2019★ 1 cited

A Dynamic and Incentive Policy for Selecting D2D Mobile Relays

Rita Ibrahim, Mohamad Assaad, Berna Sayrac

User-to-network relaying enabled via Device-to-Device communications (D2D) is a promising technique for improving the performance of cellular networks. Since in practice relays are…

cs.IT2018★ 4 cited

Distributed vs. Centralized Scheduling in D2D-enabled Cellular Networks

Rita Ibrahim, Mohamad Assaad, Berna Sayrac +1

Employing channel adaptive resource allocation can yield to a large enhancement in almost any performance metric of Device-to-Device (D2D) communications. We observe that D2D users…

cs.IT2017★ 1 cited

Stability Analysis of TDD Networks Revisited: A trade-off between Complexity and Precision

Rita Ibrahim, Mohamad Assaad, Berna Sayrac +1

In this paper, we revisit the stability region of a cellular time division duplex (TDD) network. We characterize the queuing stability region of a network model that consists of tw…

cs.OH2015

Spatial Prediction Under Location Uncertainty In Cellular Networks

Hajer Braham, Sana Ben Jemaa, Gersende Fort +2

Coverage optimization is an important process for the operator as it is a crucial prerequisite towards offering a satisfactory quality of service to the end-users. The first step o…

cs.OH2015★ 4 cited

Fixed Rank Kriging for Cellular Coverage Analysis

Hajer Braham, Sana Ben Jemaa, Gersende Fort +2

Coverage planning and optimization is one of the most crucial tasks for a radio network operator. Efficient coverage optimization requires accurate coverage estimation. This estima…

cs.NI2014

Particle Swarm Optimization for Mobility Load Balancing SON in LTE Networks

Zwi Altman, Soumaya Sallem, Ridha Nasri +2

This paper presents a self-optimizing solution for Mobility Load Balancing (MLB). The MLB-SON is performed in two phases. In the first, a MLB controller is designed using Multi-Obj…

cs.LG2010★ 17 cited

Statistical Learning in Automated Troubleshooting: Application to LTE Interference Mitigation

Moazzam Islam Tiwana, Berna Sayrac, Zwi Altman

This paper presents a method for automated healing as part of off-line automated troubleshooting. The method combines statistical learning with constraint optimization. The automat…