60 citations · 60 across the 3 of their papers we have counts for
4 papers
Towards Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework
Haneya Naeem Qureshi, Usama Masood, Marvin Manalastas +8
The future of cellular networks is contingent on artificial intelligence (AI) based automation, particularly for radio access network (RAN) operation, optimization, and troubleshoo…
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…
Mobility Management in Emerging Ultra-Dense Cellular Networks: A Survey, Outlook, and Future Research Directions
Syed Muhammad Asad Zaidi, Marvin Manalastas, Hasan Farooq +1
The exponential rise in mobile traffic originating from mobile devices highlights the need for making mobility management in future networks even more efficient and seamless than e…
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…