Muhammad Umar Bin Farooq

A Data-Driven Framework for Inter-Frequency Handover Failure Prediction and Mitigation

Marvin Manalastas, Muhammad Umar Bin Farooq, Syed Muhammad Asad Zaidi et al. · IEEE Transactions on Vehicular Technology · 2022 · 31 citations · Full text

Computing, Computer Science, Information Technology +15

A Data-Driven Self-Optimization Solution for Inter-Frequency Mobility Parameters in Emerging Networks

Muhammad Umar Bin Farooq, Marvin Manalastas, Waseem Raza et al. · IEEE Transactions on Cognitive Communications and Networking · 2022 · 24 citations · Full text

Computing, Data Science, Mobile Computing +16

Machine Learning Aided Holistic Handover Optimization for Emerging Networks

Muhammad Umar Bin Farooq, Marvin Manalastas, Syed Muhammad Asad Zaidi et al. · ICC 2022 - IEEE International Conference on Communications · 2022 · 18 citations

Computing, Information Technology, Machine Learning +16

From Simulators to Digital Twins for Enabling Emerging Cellular Networks: A Tutorial and Survey

Marvin Manalastas, Muhammad Umar Bin Farooq, Syed Muhammad Asad Zaidi et al. · IEEE Communications Surveys & Tutorials · 2024 · 17 citations

Computing, Computer Science, Computer Systems +17

Data Driven Optimization of Inter-Frequency Mobility Parameters for Emerging Multi-band Networks

Muhammad Umar Bin Farooq, Marvin Manalastas, Waseem Raza et al. · arXiv (Cornell University) · 2020 · 16 citations · Full text

Computing, Computer Engineering, Information Technology +17