30 citations · 31 across the 3 of their papers we have counts for
3 papers · 1 filter
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…
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…
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…