Ali Imran

ORCID

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 88

Top Venues

Publications

Usama Masood, Hasan Farooq, Ali Imran, Adnan A. Abu-Dayya
Interpretable AI-based Large-scale 3D Pathloss Prediction Model for enabling Emerging Self-Driving Networks. CoRR (2022)
Muhammad Umar Bin Farooq, Marvin Manalastas, Syed Muhammad Asad Zaidi, Adnan A. Abu-Dayya, Ali Imran
Machine Learning Aided Holistic Handover Optimization for Emerging Networks. CoRR (2022)
Haneya Naeem Qureshi, Marvin Manalastas, Syed Muhammad Asad Zaidi, Ali Imran, Mohamad Omar Al Kalaa
Service Level Agreements for 5G and Beyond: Overview, Challenges and Enablers of 5G-Healthcare Systems. IEEE Access 9 (2021)
Joel Shodamola, Haneya Naeem Qureshi, Usama Masood, Ali Imran
Towards Addressing the Spatial Sparsity of MDT Reports to Enable Zero Touch Network Automation. GLOBECOM (2021)
Muhammad Nabeel, Umair Sajid Hashmi, Sabit Ekin, Hazem H. Refai, Adnan A. Abu-Dayya, Ali Imran
SpiderNet: Spectrally Efficient and Energy Efficient Data Aided Demand Driven Elastic Architecture for 6G. IEEE Netw. 35 (5) (2021)
Mostafa Ibrahim, Umair Sajid Hashmi, Muhammad Nabeel, Ali Imran, Sabit Ekin
Embracing Complexity: Agent-Based Modeling for HetNets Design and Optimization via Concurrent Reinforcement Learning Algorithms. IEEE Trans. Netw. Serv. Manag. 18 (4) (2021)
Ali Rizwan, Mona Jaber, Fethi Filali, Ali Imran, Adnan A. Abu-Dayya
A Zero-Touch Network Service Management Approach Using AI-Enabled CDR Analysis. IEEE Access 9 (2021)
Shahrukh Khan Kasi, Umair Sajid Hashmi, Muhammad Nabeel, Sabit Ekin, Ali Imran
Analysis of Area Spectral & Energy Efficiency in a CoMP-Enabled User-Centric Cloud RAN. IEEE Trans. Green Commun. Netw. 5 (4) (2021)
Syed Muhammad Asad Zaidi, Marvin Manalastas, Hasan Farooq, Ali Imran
Mobility Management in Emerging Ultra-Dense Cellular Networks: A Survey, Outlook, and Future Research Directions. IEEE Access 8 (2020)
Shruti Bothe, Usama Masood, Hasan Farooq, Ali Imran
Neuromorphic AI Empowered Root Cause Analysis of Faults in Emerging Networks. BlackSeaCom (2020)
Sanaullah Manzoor, Suleman Mazhar, Ahmad Asghar, Adnan Noor Mian, Ali Imran, Jon Crowcroft
Leveraging mobility and content caching for proactive load balancing in heterogeneous cellular networks. Trans. Emerg. Telecommun. Technol. 31 (2) (2020)
Oluwakayode Onireti, Lei Zhang, Ali Imran, Muhammad Ali Imran
Outage Probability in the Uplink of Multitier Millimeter Wave Cellular Networks. IEEE Syst. J. 14 (2) (2020)
Jamale Benitez Porch, Chuan Heng Foh, Hasan Farooq, Ali Imran
Machine Learning Approach for Automatic Fault Detection and Diagnosis in Cellular Networks. BlackSeaCom (2020)
Amit Kachroo, Sabit Ekin, Ali Imran
Statistical Modelling of Dynamic Interference Threshold and Its Effect on Network Capacity. IEEE Trans. Veh. Technol. 69 (5) (2020)
Joel Shodamola, Usama Masood, Marvin Manalastas, Ali Imran
A Machine Learning based Framework for KPI Maximization in Emerging Networks using Mobility Parameters. BlackSeaCom (2020)
Muhammad Umar Bin Farooq, Marvin Manalastas, Waseem Raza, Aneeqa Ijaz, Syed Muhammad Asad Zaidi, Adnan A. Abu-Dayya, Ali Imran
Data Driven Optimization of Inter-Frequency Mobility Parameters for Emerging Multi-band Networks. GLOBECOM (2020)
Syed Muhammad Asad Zaidi, Marvin Manalastas, Hasan Farooq, Ali Imran
SyntheticNET: A 3GPP Compliant Simulator for AI Enabled 5G and Beyond. IEEE Access 8 (2020)
Muhammad Umar Bin Farooq, Marvin Manalastas, Waseem Raza, Aneeqa Ijaz, Syed Muhammad Asad Zaidi, Adnan A. Abu-Dayya, Ali Imran
Data Driven Optimization of Inter-Frequency Mobility Parameters for Emerging Multi-band Networks. CoRR (2020)
Syed Muhammad Asad Zaidi, Marvin Manalastas, Adnan A. Abu-Dayya, Ali Imran
AI-Assisted RLF Avoidance for Smart EN-DC Activation. GLOBECOM (2020)
Joel Shodamola, Usama Masood, Marvin Manalastas, Ali Imran
A Machine Learning based Framework for KPI Maximization in Emerging Networks using Mobility Parameters. CoRR (2020)
Hasan Farooq, Ahmad Asghar, Ali Imran
Mobility Prediction Based Proactive Dynamic Network Orchestration for Load Balancing With QoS Constraint (OPERA). IEEE Trans. Veh. Technol. 69 (3) (2020)
Muhammad Ali Imran, Yan Zhang, Inkyu Lee, Xing Zhang, Daniel Benevides da Costa, Ali Imran
IEEE Access Special Section: Deployment and Management of Small Heterogeneous Cells for 5G. IEEE Access 8 (2020)
Shruti Bothe, Usama Masood, Hasan Farooq, Ali Imran
Neuromorphic AI Empowered Root Cause Analysis of Faults in Emerging Networks. CoRR (2020)
Haneya Naeem Qureshi, Ali Imran, Adnan A. Abu-Dayya
Enhanced MDT-Based Performance Estimation for AI Driven Optimization in Future Cellular Networks. IEEE Access 8 (2020)
Charles Bales, Charles N. John, Hasan Farooq, Usama Masood, Muhammad Nabeel, Ali Imran
Can Machine Learning Be Used to Recognize and Diagnose Coughs? CoRR (2020)
Muhammad Umar Bin Farooq, Junaid Qadir, M. Majid Butt, Muhammad Naeem, Ali Imran
Utilizing Loss Tolerance and Bandwidth Expansion for Energy Efficient User Association in HetNets. PIMRC (2020)
Syed Muhammad Asad Zaidi, Marvin Manalastas, Hasan Farooq, Ali Imran
Mobility Management in Emerging Ultra-Dense Cellular Networks: A Survey, Outlook, and Future Research Directions. CoRR (2020)
Amit Kachroo, Adithya Popuri, Mostafa Ibrahim, Ali Imran, Sabit Ekin
Interference Spreading through Random Subcarrier Allocation Technique and Its Error Rate Performance in Cognitive Radio Networks. Sensors 20 (19) (2020)
Haneya Naeem Qureshi, Ali Imran
Towards Designing Systems with Large Number of Antennas for Range Extension in Ground-to-Air Communications. CoRR (2020)
Marvin Manalastas, Hasan Farooq, Syed Muhammad Asad Zaidi, Ali Imran
Where to Go Next?: A Realistic Evaluation of AI-Assisted Mobility Predictors for HetNets. CCNC (2020)
Ali Imran, Iryna Posokhova, Haneya Naeem Qureshi, Usama Masood, Sajid Riaz, Kamran Ali, Charles N. John, Muhammad Nabeel
AI4COVID-19: AI Enabled Preliminary Diagnosis for COVID-19 from Cough Samples via an App. CoRR (2020)
Umair Sajid Hashmi, Syed Ali Raza Zaidi, Ali Imran, Adnan A. Abu-Dayya
Enhancing Downlink QoS and Energy Efficiency Through a User-Centric Stienen Cell Architecture for mmWave Networks. IEEE Trans. Green Commun. Netw. 4 (2) (2020)
Bilal Hussain, Qinghe Du, Ali Imran, Muhammad Ali Imran
Artificial Intelligence-Powered Mobile Edge Computing-Based Anomaly Detection in Cellular Networks. IEEE Trans. Ind. Informatics 16 (8) (2020)
Usama Masood, Hasan Farooq, Ali Imran
A Machine Learning Based 3D Propagation Model for Intelligent Future Cellular Networks. GLOBECOM (2019)
Bilal Hussain, Qinghe Du, Sihai Zhang, Ali Imran, Muhammad Ali Imran
Mobile Edge Computing-Based Data-Driven Deep Learning Framework for Anomaly Detection. IEEE Access 7 (2019)
Shruti Bothe, Haneya Naeem Qureshi, Ali Imran
Which Statistical Distribution Best Characterizes Modern Cellular Traffic and What Factors Could Predict Its Spatiotemporal Variability? IEEE Commun. Lett. 23 (5) (2019)
Azar Taufique, Abdelrahim Mohamed, Hasan Farooq, Ali Imran, Rahim Tafazolli
Analytical Modeling for Mobility Signalling in Ultradense HetNets. IEEE Trans. Veh. Technol. 68 (3) (2019)
Haneya Naeem Qureshi, Ali Imran
Optimal Bin Width for Autonomous Coverage Estimation Using MDT Reports in the Presence of User Positioning Error. IEEE Commun. Lett. 23 (4) (2019)
Hana Gebrie, Hasan Farooq, Ali Imran
What Machine Learning Predictor Performs Best for Mobility Prediction in Cellular Networks? ICC Workshops (2019)
Hasan Farooq, Ali Imran, Mona Jaber
AI Empowered Smart User Association in LTE Relays HetNets. ICC Workshops (2019)
Syed Waqas Haider Shah, Muhammad Mahboob Ur Rahman, Adnan Noor Mian, Ali Imran, Shahid Mumtaz, Octavia A. Dobre
On the Impact of Mode Selection on Effective Capacity of Device-to-Device Communication. IEEE Wirel. Commun. Lett. 8 (3) (2019)
Ahmad Asghar, Hasan Farooq, Ali Imran
Outage Detection for Millimeter Wave Ultra-Dense HetNets in High Fading Environments. ICC (2019)
Morghan Hartmann, Hasan Farooq, Ali Imran
Distilled Deep Learning based Classification of Abnormal Heartbeat Using ECG Data through a Low Cost Edge Device. ISCC (2019)
Haneya Naeem Qureshi, Ali Imran
On the Tradeoffs Between Coverage Radius, Altitude, and Beamwidth for Practical UAV Deployments. IEEE Trans. Aerosp. Electron. Syst. 55 (6) (2019)
Umair Sajid Hashmi, Ashok N. Rudrapatna, Zhengxue Zhao, Marek Rozwadowski, Joseph H. Kang, Raj Wuppalapati, Ali Imran
Towards Real-Time User QoE Assessment via Machine Learning on LTE Network Data. VTC Fall (2019)
Ben Hughes, Shruti Bothe, Hasan Farooq, Ali Imran
Generative Adversarial Learning for Machine Learning empowered Self Organizing 5G Networks. ICNC (2019)
Hasan Farooq, Ahmad Asghar, Ali Imran
Mobility Prediction Empowered Proactive Energy Saving Framework for 5G Ultra-Dense HetNets. GLOBECOM (2018)
Umar Bin Farooq, Umair Sajid Hashmi, Junaid Qadir, Ali Imran, Adnan Noor Mian
User Transmit Power Minimization through Uplink Resource Allocation and User Association in HetNets. CoRR (2018)
Oluwakayode Onireti, Ali Imran, Muhammad Ali Imran
Coverage, Capacity, and Energy Efficiency Analysis in the Uplink of mmWave Cellular Networks. IEEE Trans. Veh. Technol. 67 (5) (2018)
Muhammad Nauman Rafiq, Hasan Farooq, Ahmed Zoha, Ali Imran
Can Temperature Be Used as a Predictor of Data Traffic? A Real Network Big Data Analysis. BDCAT (2018)
Ali Rizwan, Kamran Arshad, Francesco Fioranelli, Ali Imran, Muhammad Ali Imran
Mobile Internet Activity Estimation and Analysis at High Granularity: SVR Model Approach. PIMRC (2018)
Hamid Mehmood, Sameea Ashraf, Ali Imran, Samia Ibtasam
Scaling Mobile Applications Using Interactive-Device User Training. COMPASS (2018)
Ahmad Asghar, Hasan Farooq, Ali Imran
Concurrent CCO and LB Optimization in Emerging HetNets: A Novel Solution and Comparative Analysis. PIMRC (2018)
Umair Sajid Hashmi, Amann Islam, Karim M. Nasr, Ali Imran
Towards User QoE-Centric Elastic Cellular Networks: A Game Theoretic Framework for Optimizing Throughput and Energy Efficiency. PIMRC (2018)
Anwar Said, Syed Waqas Haider Shah, Hasan Farooq, Adnan Noor Mian, Ali Imran, Jon Crowcroft
Proactive Caching at the Edge Leveraging Influential User Detection in Cellular D2D Networks. Future Internet 10 (10) (2018)
Ali Mohammad Hayajneh, Syed Ali Raza Zaidi, Desmond C. McLernon, Moe Z. Win, Ali Imran, Mounir Ghogho
Optimal Coverage and Rate in Downlink Cellular Networks: A SIR Meta-Distribution Based Approach. GLOBECOM (2018)
Ahmad Asghar, Hasan Farooq, Ali Imran
Self-Healing in Emerging Cellular Networks: Review, Challenges, and Research Directions. IEEE Commun. Surv. Tutorials 20 (3) (2018)
Umair Sajid Hashmi, Syed Ali Raza Zaidi, Arsalan Darbandi, Ali Imran
On the Efficiency Tradeoffs in User-Centric Cloud RAN. ICC (2018)
Haneya Naeem Qureshi, Ali Imran
Towards Designing Systems with Large Number of Antennas for Range Extension in Ground-to-Air Communications. PIMRC (2018)
Ali Mohammad Hayajneh, Syed Ali Raza Zaidi, Desmond C. McLernon, Moe Z. Win, Ali Imran, Mounir Ghogho
Optimal Coverage and Rate in Downlink Cellular Networks: A SIR Meta-Distribution Based Approach. CoRR (2018)
Umair Sajid Hashmi, Syed Ali Raza Zaidi, Ali Imran
User-Centric Cloud RAN: An Analytical Framework for Optimizing Area Spectral and Energy Efficiency. IEEE Access 6 (2018)
Hasan Farooq, Ahmad Asghar, Ali Imran
Mobility Prediction-Based Autonomous Proactive Energy Saving (AURORA) Framework for Emerging Ultra-Dense Networks. IEEE Trans. Green Commun. Netw. 2 (4) (2018)
Umar Bin Farooq, Umair Sajid Hashmi, Junaid Qadir, Ali Imran, Adnan Noor Mian
User Transmit Power Minimization through Uplink Resource Allocation and User Association in HetNets. GLOBECOM (2018)
Ahmed Zoha, Arsalan Saeed, Hasan Farooq, Ali Rizwan, Ali Imran, Muhammad Ali Imran
Leveraging Intelligence from Network CDR Data for Interference Aware Energy Consumption Minimization. IEEE Trans. Mob. Comput. 17 (7) (2018)
Ahmad Asghar, Hasan Farooq, Ali Imran
Concurrent Optimization of Coverage, Capacity, and Load Balance in HetNets Through Soft and Hard Cell Association Parameters. IEEE Trans. Veh. Technol. 67 (9) (2018)
Usama Masood, Ahmad Asghar, Ali Imran, Adnan Noor Mian
Deep Learning Based Detection of Sleeping Cells in Next Generation Cellular Networks. GLOBECOM (2018)
Oluwakayode Onireti, Ali Imran, Muhammad Ali Imran
Coverage and rate analysis in the uplink of millimeter wave cellular networks with fractional power control. EURASIP J. Wirel. Commun. Netw. 2018 (2018)
Hasan Farooq, Ali Imran
Spatiotemporal Mobility Prediction in Proactive Self-Organizing Cellular Networks. IEEE Commun. Lett. 21 (1) (2017)
Yash Kumar, Hasan Farooq, Ali Imran
Fault prediction and reliability analysis in a real cellular network. IWCMC (2017)
Selcuk Bassoy, Hasan Farooq, Muhammad Ali Imran, Ali Imran
Coordinated Multi-Point Clustering Schemes: A Survey. IEEE Commun. Surv. Tutorials 19 (2) (2017)
Umair Sajid Hashmi, Arsalan Darbandi, Ali Imran
Enabling proactive self-healing by data mining network failure logs. ICNC (2017)
Oluwakayode Onireti, Ali Imran, Muhammad Ali Imran
Coverage analysis in the uplink of mmWave cellular networks. EuCNC (2017)
Ahmad Asghar, Hasan Farooq, Ali Imran
A novel load-aware cell association for simultaneous network capacity and user QoS optimization in emerging HetNets. PIMRC (2017)
Sinasi Cetinkaya, Umair Sajid Hashmi, Ali Imran
What user-cell association algorithms will perform best in mmWave massive MIMO ultra-dense HetNets? PIMRC (2017)
Abdelrahim Mohamed, Oluwakayode Onireti, Muhammad Ali Imran, Ali Imran, Rahim Tafazolli
Predictive and Core-Network Efficient RRC Signalling for Active State Handover in RANs With Control/Data Separation. IEEE Trans. Wirel. Commun. 16 (3) (2017)
Azar Taufique, Mona Jaber, Ali Imran, Zaher Dawy, Elias Yaacoub
Planning Wireless Cellular Networks of Future: Outlook, Challenges and Opportunities. IEEE Access 5 (2017)
Oluwakayode Onireti, Ali Imran, Muhammad Ali Imran, Rahim Tafazolli
Impact of positioning error on achievable spectral efficiency in database-aided networks. ICC (2016)
Oluwakayode Onireti, Ahmed Zoha, Jessica Moysen, Ali Imran, Lorenza Giupponi, Muhammad Ali Imran, Adnan A. Abu-Dayya
A Cell Outage Management Framework for Dense Heterogeneous Networks. IEEE Trans. Veh. Technol. 65 (4) (2016)
Oluwakayode Onireti, Ali Imran, Muhammad Ali Imran, Rahim Tafazolli
Energy Efficient Inter-Frequency Small Cell Discovery in Heterogeneous Networks. IEEE Trans. Veh. Technol. 65 (9) (2016)
Mohamad Omar Al Kalaa, Ali Imran, Hazem H. Refai
mmWave based vs 2 GHz networks: What is more energy efficient? IWCMC (2016)
Hafiz A. Mustafa, Muhammad Ali Imran, Muhammad Zeeshan Shakir, Ali Imran, Rahim Tafazolli
Separation Framework: An Enabler for Cooperative and D2D Communication for Future 5G Networks. IEEE Commun. Surv. Tutorials 18 (1) (2016)
Hasan Farooq, Ali Imran, Adnan A. Abu-Dayya
A multi-objective performance modelling framework for enabling self-optimisation of cellular network topology and configurations. Trans. Emerg. Telecommun. Technol. 27 (7) (2016)
Ahmed Zoha, Arsalan Saeed, Ali Imran, Muhammad Ali Imran, Adnan A. Abu-Dayya
A learning-based approach for autonomous outage detection and coverage optimization. Trans. Emerg. Telecommun. Technol. 27 (3) (2016)
Hafiz Attaul Mustafa, Muhammad Ali Imran, Muhammad Zeeshan Shakir, Ali Imran, Rahim Tafazolli
Separation Framework: An Enabler for Cooperative and D2D Communication for Future 5G Networks. CoRR (2016)
Abdelrahim Mohamed, Oluwakayode Onireti, Muhammad Ali Imran, Ali Imran, Rahim Tafazolli
Control-Data Separation Architecture for Cellular Radio Access Networks: A Survey and Outlook. IEEE Commun. Surv. Tutorials 18 (1) (2016)
Hafiz Attaul Mustafa, Muhammad Zeeshan Shakir, Muhammad Ali Imran, Ali Imran, Rahim Tafazolli
Coverage gain and Device-to-Device user Density: Stochastic Geometry Modeling and Analysis. CoRR (2016)
Iman Akbari, Oluwakayode Onireti, Ali Imran, Muhammad Ali Imran, Rahim Tafazolli
How Reliable is MDT-Based Autonomous Coverage Estimation in the Presence of User and BS Positioning Error? IEEE Wirel. Commun. Lett. 5 (2) (2016)
Naim Bitar, Ali Imran, Hazem H. Refai
A user centric self-optimizing grid-based approach for antenna steering based on call detail records. WCNC (2016)
Ahmed Zoha, Arsalan Saeed, Ali Imran, Muhammad Ali Imran, Adnan A. Abu-Dayya
Data-driven analytics for automated cell outage detection in Self-Organizing Networks. DRCN (2015)
Iman Akbari, Oluwakayode Onireti, Ali Imran, Muhammad Ali Imran, Rahim Tafazolli
Impact of inaccurate user and base station positioning on autonomous coverage estimation. CAMAD (2015)
Abdelrahim Mohamed, Oluwakayode Onireti, Muhammad Ali Imran, Ali Imran, Rahim Tafazolli
Correlation-based adaptive pilot pattern in control/data separation architecture. ICC (2015)
Bashar Romanous, Naim Bitar, Ali Imran, Hazem H. Refai
Network densification: Challenges and opportunities in enabling 5G. CAMAD (2015)
Raul Hernandez-Aquino, Syed Ali Raza Zaidi, Desmond C. McLernon, Mounir Ghogho, Ali Imran
Tilt Angle Optimization in Two-Tier Cellular Networks - A Stochastic Geometry Approach. IEEE Trans. Commun. 63 (12) (2015)
Bashar Romanous, Naim Bitar, Syed Ali Raza Zaidi, Ali Imran, Mounir Ghogho, Hazem H. Refai
A Game Theoretic Approach for Optimizing Density of Remote Radio Heads in User Centric Cloud-Based Radio Access Network. GLOBECOM (2015)
Syed Ali Raza Zaidi, Ali Imran, Desmond C. McLernon, Mounir Ghogho
Characterizing Coverage and Downlink Throughput of Cloud Empowered HetNets. IEEE Commun. Lett. 19 (6) (2015)
Oluwakayode Onireti, Ali Imran, Muhammad Ali Imran, Rahim Tafazolli
On energy efficient inter-frequency small cell discovery in heterogeneous networks. ICC (2015)
Hafiz A. Mustafa, Muhammad Zeeshan Shakir, Muhammad Ali Imran, Ali Imran, Rahim Tafazolli
Coverage Gain and Device-to-Device User Density: Stochastic Geometry Modeling and Analysis. IEEE Commun. Lett. 19 (10) (2015)
Arsalan Saeed, Efstathios Katranaras, Ahmed Zoha, Ali Imran, Muhammad Ali Imran, Mehrdad Dianati
Energy efficient resource allocation for 5G Heterogeneous Networks. CAMAD (2015)
Hafiz Yasar Lateef, Ali Imran, Muhammad Ali Imran, Lorenza Giupponi, Mischa Dohler
LTE-advanced self-organizing network conflicts and coordination algorithms. IEEE Wirel. Commun. 22 (3) (2015)
Md. Salik Parwez, Hasan Farooq, Ali Imran, Hazem H. Refai
Spectral Efficiency Self-Optimization through Dynamic User Clustering and Beam Steering. GLOBECOM (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ali Imran