3 papers
eess.SY2024
Positioning Error Impact Compensation through Data-Driven Optimization in User-Centric Networks
Waseem Raza, Fahd Ahmed Khan, Muhammad Umar Bin Farooq +2
The performance of user-centric ultra-dense networks (UCUDNs) hinges on the Service zone (Szone) radius, which is an elastic parameter that balances the area spectral efficiency (A…
cs.NI2022
Machine Learning Aided Holistic Handover Optimization for Emerging Networks
Muhammad Umar Bin Farooq, Marvin Manalastas, Syed Muhammad Asad Zaidi +2
In the wake of network densification and multi-band operation in emerging cellular networks, mobility and handover management is becoming a major bottleneck. The problem is further…
cs.NI2020
Data Driven Optimization of Inter-Frequency Mobility Parameters for Emerging Multi-band Networks
Muhammad Umar Bin Farooq, Marvin Manalastas, Waseem Raza +4
Densification and multi-band operation in 5G and beyond pose an unprecedented challenge for mobility management, particularly for inter-frequency handovers. The challenge is aggrav…