Muhammad Umar Bin Farooq

24 papers B 6C 2Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2025 B conf
A Novel Innately-Intelligent Transfer Learning Framework for Wireless Networks & Beyond.
PIMRC
Syed Basit Ali Zaidi, Waseem Raza, Muhammad Umar Bin Farooq, Shuja Ansari, Ali Imran, Muhammad Ali Imran
2025 J jnl
AI-Powered Resilience: A Dual-Approach for Outage Management in Dense Cellular Networks.
Comput. Commun.
Waseem Raza, Muhammad Umar Bin Farooq, Aneeqa Ijaz, Marvin Manalastas, Ali Imran
2025 J jnl
From Simulators to Digital Twins for Enabling Emerging Cellular Networks: A Tutorial and Survey.
IEEE Commun. Surv. Tutorials
Marvin Manalastas, Muhammad Umar Bin Farooq, Syed Muhammad Asad Zaidi, Haneya Naeem Qureshi, Yusuf A. Sambo, Ali Imran
2025 C conf
PROMPT: Prediction of Channel Metrics for Proactive Optimization in Cellular Networks.
WoWMoM
Subhramoy Mohanti, Akshay Malhotra, Muhammad Umar Bin Farooq, Jaideep Chandrashekar
2024 — conf
Data-Driven Intelligent Outage Management for High Shadowing Environments in 5G&B Networks.
SmartNets
Waseem Raza, Muhammad Umar Bin Farooq, Aneeqa Ijaz, Ali Imran
2024 J jnl
From Simulators to Digital Twins for Enabling Emerging Cellular Networks: A Tutorial and Survey.
CoRR
Marvin Manalastas, Muhammad Umar Bin Farooq, Syed Muhammad Asad Zaidi, Haneya Naeem Qureshi, Yusuf A. Sambo, Ali Imran
2024 B conf
Holistic Mobility Management leveraging Risk Averse Reinforcement Learning.
PIMRC
Muhammad Umar Bin Farooq, Shahrukh Khan Kasi, Marvin Manalastas, Chunhui Zhu, Baoling Sheen, Ali Imran
2024 J jnl
Medicine's New Rhythm: Harnessing Acoustic Sensing via the Internet of Audio Things for Healthcare.
IEEE Open J. Comput. Soc.
Farrukh Pervez, Moazzam Shoukat, Varsha Suresh, Muhammad Umar Bin Farooq, Moid Sandhu, Adnan Qayyum, Muhammad Usama, Anna M. Girardi, Siddique Latif, Junaid Qadir
2024 J jnl
Positioning Error Impact Compensation through Data-Driven Optimization in User-Centric Networks.
CoRR
Waseem Raza, Fahd Ahmed Khan, Muhammad Umar Bin Farooq, Sabit Ekin, Ali Imran
2024 — conf
Refining Wireless Propagation Models using Domain-Informed GANs amid Data Scarcity.
VTC Fall
Waseem Raza, Syed Basit Ali Zaidi, Muhammad Umar Bin Farooq, Haneya Naeem Qureshi, Ali Imran
2024 B conf
Towards Deriving Analytical Model for Optimal Cell Overlap to Reduce Handover Signaling.
PIMRC
Muhammad Umar Bin Farooq, Syed Muhammad Asad Zaidi, Azar Taufique, Ali Imran
2023 J jnl
5G-Enabled Healthcare in Mobile Scenarios: Challenges and Implementation Considerations.
IEEE Netw.
Haneya Naeem Qureshi, Marvin Manalastas, Muhammad Umar Bin Farooq, Ali Imran, Yongkang Liu, Mohamad Omar Al Kalaa
2023 J jnl
A Data Driven Framework for QoE-Aware Intelligent EN-DC Activation.
IEEE Trans. Veh. Technol.
Syed Muhammad Asad Zaidi, Marvin Manalastas, Muhammad Umar Bin Farooq, Haneya Naeem Qureshi, Adnan A. Abu-Dayya, Ali Imran
2023 — conf
Machine Learning-Based Handover Failure Prediction Model for Handover Success Rate Improvement in 5G.
CCNC
Marvin Manalastas, Muhammad Umar Bin Farooq, Syed Muhammad Asad Zaidi, Aneeqa Ijaz, Waseem Raza, Ali Imran
2023 B conf
Positioning Error Impact Compensation through Data-Driven Optimization in User-Centric Networks.
GLOBECOM
Waseem Raza, Fahd Ahmed Khan, Muhammad Umar Bin Farooq, Sabit Ekin, Ali Imran
2023 J jnl
Toward the Development of 6G System Level Simulators: Addressing the Computational Complexity Challenge.
IEEE Wirel. Commun.
Marvin Manalastas, Muhammad Umar Bin Farooq, Syed Muhammad Asad Zaidi, Ali Imran
2022 J jnl
A Data-Driven Framework for Inter-Frequency Handover Failure Prediction and Mitigation.
IEEE Trans. Veh. Technol.
Marvin Manalastas, Muhammad Umar Bin Farooq, Syed Muhammad Asad Zaidi, Adnan A. Abu-Dayya, Ali Imran
2022 J jnl
A Data-Driven Self-Optimization Solution for Inter-Frequency Mobility Parameters in Emerging Networks.
IEEE Trans. Cogn. Commun. Netw.
Muhammad Umar Bin Farooq, Marvin Manalastas, Waseem Raza, Syed Muhammad Asad Zaidi, Ali Rizwan, Adnan A. Abu-Dayya, Ali Imran
2022 C conf
MDT-based Intelligent Route Selection for 5G-Enabled Connected Ambulances.
HealthCom
Muhammad Umar Bin Farooq, Marvin Manalastas, Haneya Naeem Qureshi, Yongkang Liu, Ali Imran, Mohamad Omar Al Kalaa
2022 — conf
Machine Learning Aided Holistic Handover Optimization for Emerging Networks.
ICC
Muhammad Umar Bin Farooq, Marvin Manalastas, Syed Muhammad Asad Zaidi, Adnan A. Abu-Dayya, Ali Imran
2022 J jnl
Machine Learning Aided Holistic Handover Optimization for Emerging Networks.
CoRR
Muhammad Umar Bin Farooq, Marvin Manalastas, Syed Muhammad Asad Zaidi, Adnan A. Abu-Dayya, Ali Imran
2020 B conf
Data Driven Optimization of Inter-Frequency Mobility Parameters for Emerging Multi-band Networks.
GLOBECOM
Muhammad Umar Bin Farooq, Marvin Manalastas, Waseem Raza, Aneeqa Ijaz, Syed Muhammad Asad Zaidi, Adnan A. Abu-Dayya, Ali Imran
2020 J jnl
Data Driven Optimization of Inter-Frequency Mobility Parameters for Emerging Multi-band Networks.
CoRR
Muhammad Umar Bin Farooq, Marvin Manalastas, Waseem Raza, Aneeqa Ijaz, Syed Muhammad Asad Zaidi, Adnan A. Abu-Dayya, Ali Imran
2020 B conf
Utilizing Loss Tolerance and Bandwidth Expansion for Energy Efficient User Association in HetNets.
PIMRC
Muhammad Umar Bin Farooq, Junaid Qadir, M. Majid Butt, Muhammad Naeem, Ali Imran