4 papers · 1 filter
Data-Driven Optimization of Multi-Generational Cellular Networks: A Performance Classification Framework for Strategic Infrastructure Management
Maryam Sabahat, M. Umar Khan
The exponential growth in mobile data demand necessitates intelligent management of telecommunications infrastructure to ensure Quality of Service (QoS) and operational efficiency.…
MILP-driven Network Planning Framework for Energy Efficiency and Coverage Maximization in IoT Mesh Networks
Ishmal Sohail, Attiq Zeeshan, M. Umar Khan +3
In the era of digital transformation, the global deployment of internet of things (IoT) networks and wireless sensor networks (WSNs) is critical for applications ranging from envir…
Transforming Next-generation Network Planning assisted by Data Acquisition of Top Three Spanish MNOs
M. Umar Khan
In this paper, we address the necessity of data related to mobile traffic of the legacy infrastructure to extract useful information and perform network dimensioning for 5G. These…
Fundamentals of Next-generation Network Planning
M. Umar Khan
The fifth-generation (5G) of cellular communications is expected to be deployed in the next years to support a wide range of services with different demands of peak data rates, lat…