Ali Imran

171 papers B 34C 3Misc 2Journal 92Unranked 39
YearRankTypeTitle / Venue / Authors
2026 — conf
Real-World Medication Adherence Monitoring Using Hybrid Neural Networks and Smartwatches.
BIOSTEC (4)
Mehreen Shah, Ali Imran
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
Entropy Field Decomposition Based Outage Detection for Ultra-Dense Networks.
IEEE Access
Ahmad Asghar, Hasan Farooq, Haneya Naeem Qureshi, Adnan A. Abu-Dayya, 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 J jnl
Training Resilient AI Models With Rich Interpretations From Highly Scarce Data.
IEEE Open J. Commun. Soc.
Haneya Naeem Qureshi, Ali Imran
2025 J jnl
User-Centric Communication With Aerial Network for 6G: A Reinforcement Learning Approach.
IEEE Trans. Aerosp. Electron. Syst.
Shahrukh Khan Kasi, Fahd Ahmed Khan, Sabit Ekin, Ali Imran
2025 J jnl
Wrist-Worn Devices for Remote Monitoring of Cardiovascular Disease: A Survey.
IEEE Access
Ismail Sadiq, Aneeqa Ijaz, Ali Imran
2024 — conf
A Domain-Aware Framework for Interpretable and Resilient Propagation Models: Enabling Digital Twins for Wireless Networks.
VTC Spring
Syed Basit Ali Zaidi, Waseem Raza, Haneya Naeem Qureshi, Muhammad Ali Imran, Ali Imran, Shuja Ansari
2024 B conf
An AI-Driven Framework for Enhancing Resilience in Propagation Models to Enable Digital Twin.
PIMRC
Waseem Raza, Fahd Ahmed Khan, Haneya Naeem Qureshi, Usama Masood, Ali Imran
2024 J jnl
An AI-Enabled Framework to Defend Ingenious MDT-Based Attacks on the Emerging Zero Touch Cellular Networks.
IEEE Netw.
Aneeqa Ijaz, Waseem Raza, Hasan Farooq, Marvin Manalastas, Ali Imran
2024 J jnl
An AI-enabled Bias-Free Respiratory Disease Diagnosis Model using Cough Audio: A Case Study for COVID-19.
CoRR
Tabish Saeed, Aneeqa Ijaz, Ismail Sadiq, Haneya Naeem Qureshi, Ali Rizwan, Ali Imran
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
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
2024 B conf
Towards Resilient AI Models for Wireless Networks From Highly Scarce Data.
GLOBECOM
Haneya Naeem Qureshi, 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 J jnl
A Framework to Address Mobility Management Challenges in Emerging Networks.
IEEE Wirel. Commun.
Syed Muhammad Asad Zaidi, Hasan Farooq, Ali Rizwan, Adnan A. Abu-Dayya, Ali Imran
2023 J jnl
AI-Assisted Joint Search Approach for mmwave Cell Discovery Using Sparse MDT Data.
IEEE Trans. Veh. Technol.
Syed Muhammad Asad Zaidi, Haneya Naeem Qureshi, Marvin Manalastas, Adnan A. Abu-Dayya, Ali Rizwan, Ali Imran
2023 J jnl
An AI-Enabled Framework to Defend Ingenious MDT-based Attacks on the Emerging Zero Touch Cellular Networks.
CoRR
Aneeqa Ijaz, Waseem Raza, Hasan Farooq, Marvin Manalastas, Ali Imran
2023 — conf
An Analytical Model to Quantify the Effect of Handover and Cell Density on SINR in Emerging Cellular Networks.
CCNC
Syed Muhammad Asad Zaidi, Marvin Manalastas, Ali Imran
2023 J jnl
D-RAN: A DRL-Based Demand-Driven Elastic User-Centric RAN Optimization for 6G & Beyond.
IEEE Trans. Cogn. Commun. Netw.
Shahrukh Khan Kasi, Umair Sajid Hashmi, Sabit Ekin, Adnan A. Abu-Dayya, Ali Imran
2023 — conf
Handover Probability Analysis in Multi-Tier Aerial Networks at Varying Altitudes.
ICC
Fahd Ahmed Khan, Haneya Naeem Qureshi, Ali Imran, Hazem H. Refai
2023 J jnl
Interpretable AI-Based Large-Scale 3D Pathloss Prediction Model for Enabling Emerging Self-Driving Networks.
IEEE Trans. Mob. Comput.
Usama Masood, Hasan Farooq, Ali Imran, Adnan A. Abu-Dayya
2023 — conf
Learning-Aided Demand-Driven Elastic Architecture for 6G & Beyond.
VTC2023-Spring
Shahrukh Khan Kasi, Umair Sajid Hashmi, Sabit Ekin, 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 Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework.
IEEE Commun. Surv. Tutorials
Haneya Naeem Qureshi, Usama Masood, Marvin Manalastas, Syed Muhammad Asad Zaidi, Hasan Farooq, Julien Forgeat, Maxime Bouton, Shruti Bothe, Per Karlsson, Ali Rizwan, 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
2023 J jnl
Towards Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework.
CoRR
Haneya Naeem Qureshi, Usama Masood, Marvin Manalastas, Syed Muhammad Asad Zaidi, Hasan Farooq, Julien Forgeat, Maxime Bouton, Shruti Bothe, Per Karlsson, Ali Rizwan, Ali Imran
2023 J jnl
Towards using Cough for Respiratory Disease Diagnosis by leveraging Artificial Intelligence: A Survey.
CoRR
Aneeqa Ijaz, Muhammad Nabeel, Usama Masood, Tahir Mahmood, Mydah Sajid Hashmi, Iryna Posokhova, Ali Rizwan, 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 J jnl
A Hybrid Deep Learning-Based (HYDRA) Framework for Multifault Diagnosis Using Sparse MDT Reports.
IEEE Access
Muhammad Sajid Riaz, Haneya Naeem Qureshi, Usama Masood, Ali Rizwan, Adnan A. Abu-Dayya, Ali Imran
2022 — conf
Addressing Data Sparsity with GANs for Multi-fault Diagnosing in Emerging Cellular Networks.
ICAIIC
Ali Rizwan, Adnan A. Abu-Dayya, Fethi Filali, Ali Imran
2022 J jnl
Assessing Deep Generative Models on Time Series Network Data.
IEEE Access
Muhammad Haris Naveed, Umair Sajid Hashmi, Nayab Tajved, Neha Sultan, Ali Imran
2022 — conf
Complex Agent-based Modeling for HetNets Design and Optimization.
6GNet
Mostafa Ibrahim, Umair Sajid Hashmi, Muhammad Nabeel, Ali Imran, Sabit Ekin
2022 B conf
Deep Learning-based Framework for Multi-Fault Diagnosis in Self-Healing Cellular Networks.
WCNC
Sajid Riaz, Haneya Naeem Qureshi, Usama Masood, Ali Rizwan, Adnan A. Abu-Dayya, Ali Imran
2022 J jnl
Design Considerations and Deployment Challenges for TurboRAN 5G and Beyond Testbed.
IEEE Access
Marvin Manalastas, Muhammad Nabeel, Aneeqa Ijaz, Syed Muhammad Asad Zaidi, Usama Masood, Haneya Naeem Qureshi, Hazem H. Refai, Ali Imran
2022 J jnl
Edge computing in smart health care systems: Review, challenges, and research directions.
Trans. Emerg. Telecommun. Technol.
Morghan Hartmann, Umair Sajid Hashmi, Ali Imran
2022 J jnl
Interpretable AI-based Large-scale 3D Pathloss Prediction Model for enabling Emerging Self-Driving Networks.
CoRR
Usama Masood, Hasan Farooq, Ali Imran, Adnan A. Abu-Dayya
2022 — conf
Is CoMP Beneficial In User-Centered Wireless Networks?
6GNet
Shahrukh Khan Kasi, Umair Sajid Hashmi, Muhammad Nabeel, Sabit Ekin, 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
2022 J jnl
Service Level Agreements for 5G-Enabled Healthcare Systems: Challenges and Considerations.
IEEE Netw.
Haneya Naeem Qureshi, Marvin Manalastas, Ali Imran, Mohamad Omar Al Kalaa
2022 J jnl
Toward a Hybrid RF/Optical Lunar Communication System (LunarComm).
IEEE Netw.
Waseem Raza, Ethan Abele, John F. O'Hara, Behnaz Sadr, Peter G. LoPresti, Ali Imran, Wooyeol Choi, Ickhyun Song, Serhat Altunc, Obadiah Kegege, Sabit Ekin
2022 B conf
Towards Positioning Error Impact Characterization and Minimization in User-Centric RAN.
WCNC
Waseem Raza, Umair Sajid Hashmi, Ali Imran, Sabit Ekin
2022 J jnl
Towards a Hybrid RF/Optical Lunar Communication System (LunarComm).
CoRR
Waseem Raza, Ethan Abele, John F. O'Hara, Behnaz Sadr, Peter G. LoPresti, Ali Imran, Wooyeol Choi, Ickhyun Song, Serhat Altunc, Obadiah Kegege, Sabit Ekin
2021 J jnl
A Zero-Touch Network Service Management Approach Using AI-Enabled CDR Analysis.
IEEE Access
Ali Rizwan, Mona Jaber, Fethi Filali, Ali Imran, Adnan A. Abu-Dayya
2021 J jnl
Analysis of Area Spectral & Energy Efficiency in a CoMP-Enabled User-Centric Cloud RAN.
IEEE Trans. Green Commun. Netw.
Shahrukh Khan Kasi, Umair Sajid Hashmi, Muhammad Nabeel, Sabit Ekin, Ali Imran
2021 J jnl
Embracing Complexity: Agent-Based Modeling for HetNets Design and Optimization via Concurrent Reinforcement Learning Algorithms.
IEEE Trans. Netw. Serv. Manag.
Mostafa Ibrahim, Umair Sajid Hashmi, Muhammad Nabeel, Ali Imran, Sabit Ekin
2021 J jnl
Service Level Agreements for 5G and Beyond: Overview, Challenges and Enablers of 5G-Healthcare Systems.
IEEE Access
Haneya Naeem Qureshi, Marvin Manalastas, Syed Muhammad Asad Zaidi, Ali Imran, Mohamad Omar Al Kalaa
2021 J jnl
SpiderNet: Spectrally Efficient and Energy Efficient Data Aided Demand Driven Elastic Architecture for 6G.
IEEE Netw.
Muhammad Nabeel, Umair Sajid Hashmi, Sabit Ekin, Hazem H. Refai, Adnan A. Abu-Dayya, Ali Imran
2021 B conf
Towards Addressing the Spatial Sparsity of MDT Reports to Enable Zero Touch Network Automation.
GLOBECOM
Joel Shodamola, Haneya Naeem Qureshi, Usama Masood, Ali Imran
2020 — conf
A Machine Learning based Framework for KPI Maximization in Emerging Networks using Mobility Parameters.
BlackSeaCom
Joel Shodamola, Usama Masood, Marvin Manalastas, Ali Imran
2020 J jnl
A Machine Learning based Framework for KPI Maximization in Emerging Networks using Mobility Parameters.
CoRR
Joel Shodamola, Usama Masood, Marvin Manalastas, Ali Imran
2020 B conf
AI-Assisted RLF Avoidance for Smart EN-DC Activation.
GLOBECOM
Syed Muhammad Asad Zaidi, Marvin Manalastas, Adnan A. Abu-Dayya, Ali Imran
2020 J jnl
AI4COVID-19: AI Enabled Preliminary Diagnosis for COVID-19 from Cough Samples via an App.
CoRR
Ali Imran, Iryna Posokhova, Haneya Naeem Qureshi, Usama Masood, Sajid Riaz, Kamran Ali, Charles N. John, Muhammad Nabeel
2020 J jnl
Artificial Intelligence-Powered Mobile Edge Computing-Based Anomaly Detection in Cellular Networks.
IEEE Trans. Ind. Informatics
Bilal Hussain, Qinghe Du, Ali Imran, Muhammad Ali Imran
2020 J jnl
Can Machine Learning Be Used to Recognize and Diagnose Coughs?
CoRR
Charles Bales, Charles N. John, Hasan Farooq, Usama Masood, Muhammad Nabeel, 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 J jnl
Enhanced MDT-Based Performance Estimation for AI Driven Optimization in Future Cellular Networks.
IEEE Access
Haneya Naeem Qureshi, Ali Imran, Adnan A. Abu-Dayya
2020 J jnl
Enhancing Downlink QoS and Energy Efficiency Through a User-Centric Stienen Cell Architecture for mmWave Networks.
IEEE Trans. Green Commun. Netw.
Umair Sajid Hashmi, Syed Ali Raza Zaidi, Ali Imran, Adnan A. Abu-Dayya
2020 J jnl
IEEE Access Special Section: Deployment and Management of Small Heterogeneous Cells for 5G.
IEEE Access
Muhammad Ali Imran, Yan Zhang, Inkyu Lee, Xing Zhang, Daniel Benevides da Costa, Ali Imran
2020 J jnl
Interference Spreading through Random Subcarrier Allocation Technique and Its Error Rate Performance in Cognitive Radio Networks.
Sensors
Amit Kachroo, Adithya Popuri, Mostafa Ibrahim, Ali Imran, Sabit Ekin
2020 J jnl
Leveraging mobility and content caching for proactive load balancing in heterogeneous cellular networks.
Trans. Emerg. Telecommun. Technol.
Sanaullah Manzoor, Suleman Mazhar, Ahmad Asghar, Adnan Noor Mian, Ali Imran, Jon Crowcroft
2020 — conf
Machine Learning Approach for Automatic Fault Detection and Diagnosis in Cellular Networks.
BlackSeaCom
Jamale Benitez Porch, Chuan Heng Foh, Hasan Farooq, Ali Imran
2020 J jnl
Mobility Management in Emerging Ultra-Dense Cellular Networks: A Survey, Outlook, and Future Research Directions.
IEEE Access
Syed Muhammad Asad Zaidi, Marvin Manalastas, Hasan Farooq, Ali Imran
2020 J jnl
Mobility Management in Emerging Ultra-Dense Cellular Networks: A Survey, Outlook, and Future Research Directions.
CoRR
Syed Muhammad Asad Zaidi, Marvin Manalastas, Hasan Farooq, Ali Imran
2020 J jnl
Mobility Prediction Based Proactive Dynamic Network Orchestration for Load Balancing With QoS Constraint (OPERA).
IEEE Trans. Veh. Technol.
Hasan Farooq, Ahmad Asghar, Ali Imran
2020 — conf
Neuromorphic AI Empowered Root Cause Analysis of Faults in Emerging Networks.
BlackSeaCom
Shruti Bothe, Usama Masood, Hasan Farooq, Ali Imran
2020 J jnl
Neuromorphic AI Empowered Root Cause Analysis of Faults in Emerging Networks.
CoRR
Shruti Bothe, Usama Masood, Hasan Farooq, Ali Imran
2020 J jnl
Outage Probability in the Uplink of Multitier Millimeter Wave Cellular Networks.
IEEE Syst. J.
Oluwakayode Onireti, Lei Zhang, Ali Imran, Muhammad Ali Imran
2020 J jnl
Statistical Modelling of Dynamic Interference Threshold and Its Effect on Network Capacity.
IEEE Trans. Veh. Technol.
Amit Kachroo, Sabit Ekin, Ali Imran
2020 J jnl
SyntheticNET: A 3GPP Compliant Simulator for AI Enabled 5G and Beyond.
IEEE Access
Syed Muhammad Asad Zaidi, Marvin Manalastas, Hasan Farooq, Ali Imran
2020 J jnl
Towards Designing Systems with Large Number of Antennas for Range Extension in Ground-to-Air Communications.
CoRR
Haneya Naeem Qureshi, 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
2020 — conf
Where to Go Next?: A Realistic Evaluation of AI-Assisted Mobility Predictors for HetNets.
CCNC
Marvin Manalastas, Hasan Farooq, Syed Muhammad Asad Zaidi, Ali Imran
2019 B conf
A Machine Learning Based 3D Propagation Model for Intelligent Future Cellular Networks.
GLOBECOM
Usama Masood, Hasan Farooq, Ali Imran
2019 — conf
AI Empowered Smart User Association in LTE Relays HetNets.
ICC Workshops
Hasan Farooq, Ali Imran, Mona Jaber
2019 J jnl
Analytical Modeling for Mobility Signalling in Ultradense HetNets.
IEEE Trans. Veh. Technol.
Azar Taufique, Abdelrahim Mohamed, Hasan Farooq, Ali Imran, Rahim Tafazolli
2019 C conf
Distilled Deep Learning based Classification of Abnormal Heartbeat Using ECG Data through a Low Cost Edge Device.
ISCC
Morghan Hartmann, Hasan Farooq, Ali Imran
2019 Misc conf
Generative Adversarial Learning for Machine Learning empowered Self Organizing 5G Networks.
ICNC
Ben Hughes, Shruti Bothe, Hasan Farooq, Ali Imran
2019 J jnl
Mobile Edge Computing-Based Data-Driven Deep Learning Framework for Anomaly Detection.
IEEE Access
Bilal Hussain, Qinghe Du, Sihai Zhang, Ali Imran, Muhammad Ali Imran
2019 J jnl
On the Impact of Mode Selection on Effective Capacity of Device-to-Device Communication.
IEEE Wirel. Commun. Lett.
Syed Waqas Haider Shah, Muhammad Mahboob Ur Rahman, Adnan Noor Mian, Ali Imran, Shahid Mumtaz, Octavia A. Dobre
2019 J jnl
On the Tradeoffs Between Coverage Radius, Altitude, and Beamwidth for Practical UAV Deployments.
IEEE Trans. Aerosp. Electron. Syst.
Haneya Naeem Qureshi, Ali Imran
2019 J jnl
Optimal Bin Width for Autonomous Coverage Estimation Using MDT Reports in the Presence of User Positioning Error.
IEEE Commun. Lett.
Haneya Naeem Qureshi, Ali Imran
2019 — conf
Outage Detection for Millimeter Wave Ultra-Dense HetNets in High Fading Environments.
ICC
Ahmad Asghar, Hasan Farooq, Ali Imran
2019 — conf
Towards Real-Time User QoE Assessment via Machine Learning on LTE Network Data.
VTC Fall
Umair Sajid Hashmi, Ashok N. Rudrapatna, Zhengxue Zhao, Marek Rozwadowski, Joseph H. Kang, Raj Wuppalapati, Ali Imran
2019 — conf
What Machine Learning Predictor Performs Best for Mobility Prediction in Cellular Networks?
ICC Workshops
Hana Gebrie, Hasan Farooq, Ali Imran
2019 J jnl
Which Statistical Distribution Best Characterizes Modern Cellular Traffic and What Factors Could Predict Its Spatiotemporal Variability?
IEEE Commun. Lett.
Shruti Bothe, Haneya Naeem Qureshi, Ali Imran
2018 C conf
Can Temperature Be Used as a Predictor of Data Traffic? A Real Network Big Data Analysis.
BDCAT
Muhammad Nauman Rafiq, Hasan Farooq, Ahmed Zoha, Ali Imran
2018 B conf
Concurrent CCO and LB Optimization in Emerging HetNets: A Novel Solution and Comparative Analysis.
PIMRC
Ahmad Asghar, Hasan Farooq, Ali Imran
2018 J jnl
Concurrent Optimization of Coverage, Capacity, and Load Balance in HetNets Through Soft and Hard Cell Association Parameters.
IEEE Trans. Veh. Technol.
Ahmad Asghar, Hasan Farooq, Ali Imran
2018 J jnl
Coverage and rate analysis in the uplink of millimeter wave cellular networks with fractional power control.
EURASIP J. Wirel. Commun. Netw.
Oluwakayode Onireti, Ali Imran, Muhammad Ali Imran
2018 J jnl
Coverage, Capacity, and Energy Efficiency Analysis in the Uplink of mmWave Cellular Networks.
IEEE Trans. Veh. Technol.
Oluwakayode Onireti, Ali Imran, Muhammad Ali Imran
2018 B conf
Deep Learning Based Detection of Sleeping Cells in Next Generation Cellular Networks.
GLOBECOM
Usama Masood, Ahmad Asghar, Ali Imran, Adnan Noor Mian
2018 J jnl
Leveraging Intelligence from Network CDR Data for Interference Aware Energy Consumption Minimization.
IEEE Trans. Mob. Comput.
Ahmed Zoha, Arsalan Saeed, Hasan Farooq, Ali Rizwan, Ali Imran, Muhammad Ali Imran
2018 B conf
Mobile Internet Activity Estimation and Analysis at High Granularity: SVR Model Approach.
PIMRC
Ali Rizwan, Kamran Arshad, Francesco Fioranelli, Ali Imran, Muhammad Ali Imran
2018 B conf
Mobility Prediction Empowered Proactive Energy Saving Framework for 5G Ultra-Dense HetNets.
GLOBECOM
Hasan Farooq, Ahmad Asghar, Ali Imran
2018 J jnl
Mobility Prediction-Based Autonomous Proactive Energy Saving (AURORA) Framework for Emerging Ultra-Dense Networks.
IEEE Trans. Green Commun. Netw.
Hasan Farooq, Ahmad Asghar, Ali Imran
2018 — conf
On the Efficiency Tradeoffs in User-Centric Cloud RAN.
ICC
Umair Sajid Hashmi, Syed Ali Raza Zaidi, Arsalan Darbandi, Ali Imran
2018 B conf
Optimal Coverage and Rate in Downlink Cellular Networks: A SIR Meta-Distribution Based Approach.
GLOBECOM
Ali Mohammad Hayajneh, Syed Ali Raza Zaidi, Desmond C. McLernon, Moe Z. Win, Ali Imran, Mounir Ghogho
2018 J jnl
Optimal Coverage and Rate in Downlink Cellular Networks: A SIR Meta-Distribution Based Approach.
CoRR
Ali Mohammad Hayajneh, Syed Ali Raza Zaidi, Desmond C. McLernon, Moe Z. Win, Ali Imran, Mounir Ghogho
2018 J jnl
Proactive Caching at the Edge Leveraging Influential User Detection in Cellular D2D Networks.
Future Internet
Anwar Said, Syed Waqas Haider Shah, Hasan Farooq, Adnan Noor Mian, Ali Imran, Jon Crowcroft
2018 J jnl
Self-Healing in Emerging Cellular Networks: Review, Challenges, and Research Directions.
IEEE Commun. Surv. Tutorials
Ahmad Asghar, Hasan Farooq, Ali Imran
2018 B conf
Towards Designing Systems with Large Number of Antennas for Range Extension in Ground-to-Air Communications.
PIMRC
Haneya Naeem Qureshi, Ali Imran
2018 B conf
Towards User QoE-Centric Elastic Cellular Networks: A Game Theoretic Framework for Optimizing Throughput and Energy Efficiency.
PIMRC
Umair Sajid Hashmi, Amann Islam, Karim M. Nasr, Ali Imran
2018 B conf
User Transmit Power Minimization through Uplink Resource Allocation and User Association in HetNets.
GLOBECOM
Umar Bin Farooq, Umair Sajid Hashmi, Junaid Qadir, Ali Imran, Adnan Noor Mian
2018 J jnl
User Transmit Power Minimization through Uplink Resource Allocation and User Association in HetNets.
CoRR
Umar Bin Farooq, Umair Sajid Hashmi, Junaid Qadir, Ali Imran, Adnan Noor Mian
2018 J jnl
User-Centric Cloud RAN: An Analytical Framework for Optimizing Area Spectral and Energy Efficiency.
IEEE Access
Umair Sajid Hashmi, Syed Ali Raza Zaidi, Ali Imran
2017 B conf
A novel load-aware cell association for simultaneous network capacity and user QoS optimization in emerging HetNets.
PIMRC
Ahmad Asghar, Hasan Farooq, Ali Imran
2017 J jnl
Coordinated Multi-Point Clustering Schemes: A Survey.
IEEE Commun. Surv. Tutorials
Selcuk Bassoy, Hasan Farooq, Muhammad Ali Imran, Ali Imran
2017 — conf
Coverage analysis in the uplink of mmWave cellular networks.
EuCNC
Oluwakayode Onireti, Ali Imran, Muhammad Ali Imran
2017 Misc conf
Enabling proactive self-healing by data mining network failure logs.
ICNC
Umair Sajid Hashmi, Arsalan Darbandi, Ali Imran
2017 B conf
Fault prediction and reliability analysis in a real cellular network.
IWCMC
Yash Kumar, Hasan Farooq, Ali Imran
2017 J jnl
Planning Wireless Cellular Networks of Future: Outlook, Challenges and Opportunities.
IEEE Access
Azar Taufique, Mona Jaber, Ali Imran, Zaher Dawy, Elias Yaacoub
2017 J jnl
Predictive and Core-Network Efficient RRC Signalling for Active State Handover in RANs With Control/Data Separation.
IEEE Trans. Wirel. Commun.
Abdelrahim Mohamed, Oluwakayode Onireti, Muhammad Ali Imran, Ali Imran, Rahim Tafazolli
2017 J jnl
Spatiotemporal Mobility Prediction in Proactive Self-Organizing Cellular Networks.
IEEE Commun. Lett.
Hasan Farooq, Ali Imran
2017 B conf
What user-cell association algorithms will perform best in mmWave massive MIMO ultra-dense HetNets?
PIMRC
Sinasi Cetinkaya, Umair Sajid Hashmi, Ali Imran
2016 J jnl
A Cell Outage Management Framework for Dense Heterogeneous Networks.
IEEE Trans. Veh. Technol.
Oluwakayode Onireti, Ahmed Zoha, Jessica Moysen, Ali Imran, Lorenza Giupponi, Muhammad Ali Imran, Adnan A. Abu-Dayya
2016 J jnl
A learning-based approach for autonomous outage detection and coverage optimization.
Trans. Emerg. Telecommun. Technol.
Ahmed Zoha, Arsalan Saeed, Ali Imran, Muhammad Ali Imran, Adnan A. Abu-Dayya
2016 J jnl
A multi-objective performance modelling framework for enabling self-optimisation of cellular network topology and configurations.
Trans. Emerg. Telecommun. Technol.
Hasan Farooq, Ali Imran, Adnan A. Abu-Dayya
2016 B conf
A user centric self-optimizing grid-based approach for antenna steering based on call detail records.
WCNC
Naim Bitar, Ali Imran, Hazem H. Refai
2016 J jnl
Control-Data Separation Architecture for Cellular Radio Access Networks: A Survey and Outlook.
IEEE Commun. Surv. Tutorials
Abdelrahim Mohamed, Oluwakayode Onireti, Muhammad Ali Imran, Ali Imran, Rahim Tafazolli
2016 J jnl
Coverage gain and Device-to-Device user Density: Stochastic Geometry Modeling and Analysis.
CoRR
Hafiz Attaul Mustafa, Muhammad Zeeshan Shakir, Muhammad Ali Imran, Ali Imran, Rahim Tafazolli
2016 J jnl
Energy Efficient Inter-Frequency Small Cell Discovery in Heterogeneous Networks.
IEEE Trans. Veh. Technol.
Oluwakayode Onireti, Ali Imran, Muhammad Ali Imran, Rahim Tafazolli
2016 J jnl
How Reliable is MDT-Based Autonomous Coverage Estimation in the Presence of User and BS Positioning Error?
IEEE Wirel. Commun. Lett.
Iman Akbari, Oluwakayode Onireti, Ali Imran, Muhammad Ali Imran, Rahim Tafazolli
2016 — conf
Impact of positioning error on achievable spectral efficiency in database-aided networks.
ICC
Oluwakayode Onireti, Ali Imran, Muhammad Ali Imran, Rahim Tafazolli
2016 J jnl
Separation Framework: An Enabler for Cooperative and D2D Communication for Future 5G Networks.
IEEE Commun. Surv. Tutorials
Hafiz A. Mustafa, Muhammad Ali Imran, Muhammad Zeeshan Shakir, Ali Imran, Rahim Tafazolli
2016 J jnl
Separation Framework: An Enabler for Cooperative and D2D Communication for Future 5G Networks.
CoRR
Hafiz Attaul Mustafa, Muhammad Ali Imran, Muhammad Zeeshan Shakir, Ali Imran, Rahim Tafazolli
2016 B conf
mmWave based vs 2 GHz networks: What is more energy efficient?
IWCMC
Mohamad Omar Al Kalaa, Ali Imran, Hazem H. Refai
2015 B conf
A Game Theoretic Approach for Optimizing Density of Remote Radio Heads in User Centric Cloud-Based Radio Access Network.
GLOBECOM
Bashar Romanous, Naim Bitar, Syed Ali Raza Zaidi, Ali Imran, Mounir Ghogho, Hazem H. Refai
2015 J jnl
Characterizing Coverage and Downlink Throughput of Cloud Empowered HetNets.
IEEE Commun. Lett.
Syed Ali Raza Zaidi, Ali Imran, Desmond C. McLernon, Mounir Ghogho
2015 B conf
Continuous Time Markov Chain Based Reliability Analysis for Future Cellular Networks.
GLOBECOM
Hasan Farooq, Md. Salik Parwez, Ali Imran
2015 — conf
Correlation-based adaptive pilot pattern in control/data separation architecture.
ICC
Abdelrahim Mohamed, Oluwakayode Onireti, Muhammad Ali Imran, Ali Imran, Rahim Tafazolli
2015 J jnl
Coverage Gain and Device-to-Device User Density: Stochastic Geometry Modeling and Analysis.
IEEE Commun. Lett.
Hafiz A. Mustafa, Muhammad Zeeshan Shakir, Muhammad Ali Imran, Ali Imran, Rahim Tafazolli
2015 — conf
Data-driven analytics for automated cell outage detection in Self-Organizing Networks.
DRCN
Ahmed Zoha, Arsalan Saeed, Ali Imran, Muhammad Ali Imran, Adnan A. Abu-Dayya
2015 — conf
Energy efficient resource allocation for 5G Heterogeneous Networks.
CAMAD
Arsalan Saeed, Efstathios Katranaras, Ahmed Zoha, Ali Imran, Muhammad Ali Imran, Mehrdad Dianati
2015 — conf
Impact of inaccurate user and base station positioning on autonomous coverage estimation.
CAMAD
Iman Akbari, Oluwakayode Onireti, Ali Imran, Muhammad Ali Imran, Rahim Tafazolli
2015 J jnl
LTE-advanced self-organizing network conflicts and coordination algorithms.
IEEE Wirel. Commun.
Hafiz Yasar Lateef, Ali Imran, Muhammad Ali Imran, Lorenza Giupponi, Mischa Dohler
2015 — conf
Mobility prediction for handover management in cellular networks with control/data separation.
ICC
Abdelrahim Mohamed, Oluwakayode Onireti, Seyed Amir Hoseinitabatabaei, Muhammad Ali Imran, Ali Imran, Rahim Tafazolli
2015 — conf
Network densification: Challenges and opportunities in enabling 5G.
CAMAD
Bashar Romanous, Naim Bitar, Ali Imran, Hazem H. Refai
2015 — conf
On energy efficient inter-frequency small cell discovery in heterogeneous networks.
ICC
Oluwakayode Onireti, Ali Imran, Muhammad Ali Imran, Rahim Tafazolli
2015 J jnl
Self organising cloud cells: a resource efficient network densification strategy.
Trans. Emerg. Telecommun. Technol.
Talal Alsedairy, Yinan Qi, Ali Imran, Muhammad Ali Imran, Barry G. Evans
2015 — ch.
Self-organized ICIC for SCN.
Design and Deployment of Small Cell Networks
Lorenza Giupponi, Ali Imran, Ana Maria Galindo
2015 B conf
Spectral Efficiency Self-Optimization through Dynamic User Clustering and Beam Steering.
GLOBECOM
Md. Salik Parwez, Hasan Farooq, Ali Imran, Hazem H. Refai
2015 J jnl
Tilt Angle Optimization in Two-Tier Cellular Networks - A Stochastic Geometry Approach.
IEEE Trans. Commun.
Raul Hernandez-Aquino, Syed Ali Raza Zaidi, Desmond C. McLernon, Mounir Ghogho, Ali Imran
2014 B conf
A SON solution for sleeping cell detection using low-dimensional embedding of MDT measurements.
PIMRC
Ahmed Zoha, Arsalan Saeed, Ali Imran, Muhammad Ali Imran, Adnan A. Abu-Dayya
2014 — conf
Enabling IoT empowered smart lighting solutions: A communication theoretic perspective.
WCNC Workshops
Syed Ali Raza Zaidi, Ali Imran, Desmond C. McLernon, Mounir Ghogho
2014 — conf
Joint coverage and backhaul self-optimization in emerging relay enhanced heterogeneous networks.
ICC
Ali Imran, Lorenza Giupponi, Muhammad Ali Imran, Adnan A. Abu-Dayya
2014 J jnl
Self Organization of Tilts in Relay Enhanced Networks: A Distributed Solution.
IEEE Trans. Wirel. Commun.
Ali Imran, Muhammad Ali Imran, Adnan A. Abu-Dayya, Rahim Tafazolli
2013 J jnl
A Survey of Self Organisation in Future Cellular Networks.
IEEE Commun. Surv. Tutorials
Osianoh Glenn Aliu, Ali Imran, Muhammad Ali Imran, Barry G. Evans
2013 B conf
A framework for classification of Self-Organising network conflicts and coordination algorithms.
PIMRC
Hafiz Yasar Lateef, Ali Imran, Adnan A. Abu-Dayya
2013 — conf
A game theoretic framework for energy efficient deployment and operation of heterogeneous LTE networks.
CAMAD
Elias Yaacoub, Ali Imran, Zaher Dawy, Adnan A. Abu-Dayya
2013 — conf
On the capacity and spatial fairness trade-off in planning sectorization and frequency reuse.
ICCIT
Ali Imran, Elias Yaacoub, Zaher Dawy, Adnan A. Abu-Dayya
2013 — conf
Planning Future Cellular Networks: A Generic Framework for Performance Quantification.
EW
Ali Imran, Elias Yaacoub, Zaher Dawy, Adnan A. Abu-Dayya
2012 B conf
Distributed Load Balancing through Self Organisation of cell size in cellular systems.
PIMRC
Ali Imran, Elias Yaacoub, Muhammad Ali Imran, Rahim Tafazolli
2012 — conf
Use of learning, game theory and optimization as biomimetic approaches for Self-Organization in macro-femtocell coexistence.
WCNC Workshops
Ali Imran, Mehdi Bennis, Lorenza Giupponi
2011 — conf
Distributed spectral efficiency optimization at hotspots through self organisation of BS tilts.
GLOBECOM Workshops
Ali Imran, Muhammad Ali Imran, Atta U. Quddus, Rahim Tafazolli
2011 — conf
Flexible Soft Frequency Reuse Schemes for Heterogeneous Networks (Macrocell and Femtocell).
VTC Spring
Chrysovalantis Kosta, Ali Imran, Atta U. Quddus, Rahim Tafazolli
2011 J jnl
Relay Station Access Link Spectral Efficiency Optimization Through SO of Macro BS Tilts.
IEEE Commun. Lett.
Ali Imran, Muhammad Ali Imran, Rahim Tafazolli
2010 B conf
A new performance characterization framework for Deployment Architectures of next generation distributed cellular networks.
PIMRC
Ali Imran, Muhammad Ali Imran, Rahim Tafazolli
2010 B conf
A novel Self Organizing framework for adaptive Frequency Reuse and Deployment in future cellular networks.
PIMRC
Ali Imran, Muhammad Ali Imran, Rahim Tafazolli
2009 — conf
Evaluation and comparison of capacities and costs of Multihop Cellular Networks.
ICT
Ali Imran, Rahim Tafazolli