483 citations · 606 across the 7 of their papers we have counts for
3 papers · 1 filter
Interpretable AI-based Large-scale 3D Pathloss Prediction Model for enabling Emerging Self-Driving Networks
Usama Masood, Hasan Farooq, Ali Imran +1
In modern wireless communication systems, radio propagation modeling to estimate pathloss has always been a fundamental task in system design and optimization. The state-of-the-art…
A Machine Learning based Framework for KPI Maximization in Emerging Networks using Mobility Parameters
Joel Shodamola, Usama Masood, Marvin Manalastas +1
Current LTE network is faced with a plethora of Configuration and Optimization Parameters (COPs), both hard and soft, that are adjusted manually to manage the network and provide b…
Neuromorphic AI Empowered Root Cause Analysis of Faults in Emerging Networks
Shruti Bothe, Usama Masood, Hasan Farooq +1
Mobile cellular network operators spend nearly a quarter of their revenue on network maintenance and management. A significant portion of that budget is spent on resolving faults d…