Ali Imran
Orcid: 0000-0003-0564-6356Affiliations:
- University of Oklahoma, Norman, OK, USA
According to our database1,
Ali Imran
authored at least 141 papers
between 2009 and 2024.
Collaborative distances:
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Bibliography
2024
An AI-enabled Bias-Free Respiratory Disease Diagnosis Model using Cough Audio: A Case Study for COVID-19.
CoRR, 2024
2023
Toward the Development of 6G System Level Simulators: Addressing the Computational Complexity Challenge.
IEEE Wirel. Commun., December, 2023
IEEE Trans. Veh. Technol., December, 2023
5G-Enabled Healthcare in Mobile Scenarios: Challenges and Implementation Considerations.
IEEE Netw., November, 2023
IEEE Wirel. Commun., August, 2023
Interpretable AI-Based Large-Scale 3D Pathloss Prediction Model for Enabling Emerging Self-Driving Networks.
IEEE Trans. Mob. Comput., July, 2023
IEEE Trans. Veh. Technol., February, 2023
D-RAN: A DRL-Based Demand-Driven Elastic User-Centric RAN Optimization for 6G & Beyond.
IEEE Trans. Cogn. Commun. Netw., February, 2023
Towards using Cough for Respiratory Disease Diagnosis by leveraging Artificial Intelligence: A Survey.
CoRR, 2023
An AI-Enabled Framework to Defend Ingenious MDT-based Attacks on the Emerging Zero Touch Cellular Networks.
CoRR, 2023
Towards Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework.
CoRR, 2023
Toward Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework.
IEEE Commun. Surv. Tutorials, 2023
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023
Proceedings of the IEEE International Conference on Communications, 2023
Positioning Error Impact Compensation through Data-Driven Optimization in User-Centric Networks.
Proceedings of the IEEE Global Communications Conference, 2023
An Analytical Model to Quantify the Effect of Handover and Cell Density on SINR in Emerging Cellular Networks.
Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023
Machine Learning-Based Handover Failure Prediction Model for Handover Success Rate Improvement in 5G.
Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023
2022
A Data-Driven Framework for Inter-Frequency Handover Failure Prediction and Mitigation.
IEEE Trans. Veh. Technol., 2022
A Data-Driven Self-Optimization Solution for Inter-Frequency Mobility Parameters in Emerging Networks.
IEEE Trans. Cogn. Commun. Netw., 2022
Service Level Agreements for 5G-Enabled Healthcare Systems: Challenges and Considerations.
IEEE Netw., 2022
Edge computing in smart health care systems: Review, challenges, and research directions.
Trans. Emerg. Telecommun. Technol., 2022
A Hybrid Deep Learning-Based (HYDRA) Framework for Multifault Diagnosis Using Sparse MDT Reports.
IEEE Access, 2022
IEEE Access, 2022
Deep Learning-based Framework for Multi-Fault Diagnosis in Self-Healing Cellular Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022
Towards Positioning Error Impact Characterization and Minimization in User-Centric RAN.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022
Proceedings of the IEEE International Conference on Communications, 2022
Addressing Data Sparsity with GANs for Multi-fault Diagnosing in Emerging Cellular Networks.
Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022
Proceedings of the IEEE International Conference on E-health Networking, 2022
Proceedings of the 1st International Conference on 6G Networking, 2022
Proceedings of the 1st International Conference on 6G Networking, 2022
2021
Embracing Complexity: Agent-Based Modeling for HetNets Design and Optimization via Concurrent Reinforcement Learning Algorithms.
IEEE Trans. Netw. Serv. Manag., 2021
Analysis of Area Spectral & Energy Efficiency in a CoMP-Enabled User-Centric Cloud RAN.
IEEE Trans. Green Commun. Netw., 2021
SpiderNet: Spectrally Efficient and Energy Efficient Data Aided Demand Driven Elastic Architecture for 6G.
IEEE Netw., 2021
IEEE Access, 2021
Service Level Agreements for 5G and Beyond: Overview, Challenges and Enablers of 5G-Healthcare Systems.
IEEE Access, 2021
Towards Addressing the Spatial Sparsity of MDT Reports to Enable Zero Touch Network Automation.
Proceedings of the IEEE Global Communications Conference, 2021
2020
Statistical Modelling of Dynamic Interference Threshold and Its Effect on Network Capacity.
IEEE Trans. Veh. Technol., 2020
Mobility Prediction Based Proactive Dynamic Network Orchestration for Load Balancing With QoS Constraint (OPERA).
IEEE Trans. Veh. Technol., 2020
Artificial Intelligence-Powered Mobile Edge Computing-Based Anomaly Detection in Cellular Networks.
IEEE Trans. Ind. Informatics, 2020
Enhancing Downlink QoS and Energy Efficiency Through a User-Centric Stienen Cell Architecture for mmWave Networks.
IEEE Trans. Green Commun. Netw., 2020
IEEE Syst. J., 2020
Interference Spreading through Random Subcarrier Allocation Technique and Its Error Rate Performance in Cognitive Radio Networks.
Sensors, 2020
Leveraging mobility and content caching for proactive load balancing in heterogeneous cellular networks.
Trans. Emerg. Telecommun. Technol., 2020
AI4COVID-19: AI Enabled Preliminary Diagnosis for COVID-19 from Cough Samples via an App.
CoRR, 2020
Mobility Management in Emerging Ultra-Dense Cellular Networks: A Survey, Outlook, and Future Research Directions.
IEEE Access, 2020
IEEE Access, 2020
Enhanced MDT-Based Performance Estimation for AI Driven Optimization in Future Cellular Networks.
IEEE Access, 2020
IEEE Access Special Section: Deployment and Management of Small Heterogeneous Cells for 5G.
IEEE Access, 2020
Utilizing Loss Tolerance and Bandwidth Expansion for Energy Efficient User Association in HetNets.
Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020
Proceedings of the IEEE Global Communications Conference, 2020
Data Driven Optimization of Inter-Frequency Mobility Parameters for Emerging Multi-band Networks.
Proceedings of the IEEE Global Communications Conference, 2020
Where to Go Next?: A Realistic Evaluation of AI-Assisted Mobility Predictors for HetNets.
Proceedings of the IEEE 17th Annual Consumer Communications & Networking Conference, 2020
A Machine Learning based Framework for KPI Maximization in Emerging Networks using Mobility Parameters.
Proceedings of the IEEE International Black Sea Conference on Communications and Networking, 2020
Machine Learning Approach for Automatic Fault Detection and Diagnosis in Cellular Networks.
Proceedings of the IEEE International Black Sea Conference on Communications and Networking, 2020
Proceedings of the IEEE International Black Sea Conference on Communications and Networking, 2020
2019
On the Impact of Mode Selection on Effective Capacity of Device-to-Device Communication.
IEEE Wirel. Commun. Lett., 2019
IEEE Trans. Veh. Technol., 2019
On the Tradeoffs Between Coverage Radius, Altitude, and Beamwidth for Practical UAV Deployments.
IEEE Trans. Aerosp. Electron. Syst., 2019
Optimal Bin Width for Autonomous Coverage Estimation Using MDT Reports in the Presence of User Positioning Error.
IEEE Commun. Lett., 2019
Which Statistical Distribution Best Characterizes Modern Cellular Traffic and What Factors Could Predict Its Spatiotemporal Variability?
IEEE Commun. Lett., 2019
Mobile Edge Computing-Based Data-Driven Deep Learning Framework for Anomaly Detection.
IEEE Access, 2019
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019
Distilled Deep Learning based Classification of Abnormal Heartbeat Using ECG Data through a Low Cost Edge Device.
Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019
Generative Adversarial Learning for Machine Learning empowered Self Organizing 5G Networks.
Proceedings of the International Conference on Computing, Networking and Communications, 2019
What Machine Learning Predictor Performs Best for Mobility Prediction in Cellular Networks?
Proceedings of the 17th IEEE International Conference on Communications Workshops, 2019
Proceedings of the 17th IEEE International Conference on Communications Workshops, 2019
Outage Detection for Millimeter Wave Ultra-Dense HetNets in High Fading Environments.
Proceedings of the 2019 IEEE International Conference on Communications, 2019
A Machine Learning Based 3D Propagation Model for Intelligent Future Cellular Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019
2018
Coverage, Capacity, and Energy Efficiency Analysis in the Uplink of mmWave Cellular Networks.
IEEE Trans. Veh. Technol., 2018
Concurrent Optimization of Coverage, Capacity, and Load Balance in HetNets Through Soft and Hard Cell Association Parameters.
IEEE Trans. Veh. Technol., 2018
Leveraging Intelligence from Network CDR Data for Interference Aware Energy Consumption Minimization.
IEEE Trans. Mob. Comput., 2018
Mobility Prediction-Based Autonomous Proactive Energy Saving (AURORA) Framework for Emerging Ultra-Dense Networks.
IEEE Trans. Green Commun. Netw., 2018
Proactive Caching at the Edge Leveraging Influential User Detection in Cellular D2D Networks.
Future Internet, 2018
Coverage and rate analysis in the uplink of millimeter wave cellular networks with fractional power control.
EURASIP J. Wirel. Commun. Netw., 2018
Self-Healing in Emerging Cellular Networks: Review, Challenges, and Research Directions.
IEEE Commun. Surv. Tutorials, 2018
User-Centric Cloud RAN: An Analytical Framework for Optimizing Area Spectral and Energy Efficiency.
IEEE Access, 2018
Mobile Internet Activity Estimation and Analysis at High Granularity: SVR Model Approach.
Proceedings of the 29th IEEE Annual International Symposium on Personal, 2018
Towards Designing Systems with Large Number of Antennas for Range Extension in Ground-to-Air Communications.
Proceedings of the 29th IEEE Annual International Symposium on Personal, 2018
Towards User QoE-Centric Elastic Cellular Networks: A Game Theoretic Framework for Optimizing Throughput and Energy Efficiency.
Proceedings of the 29th IEEE Annual International Symposium on Personal, 2018
Concurrent CCO and LB Optimization in Emerging HetNets: A Novel Solution and Comparative Analysis.
Proceedings of the 29th IEEE Annual International Symposium on Personal, 2018
Proceedings of the 2018 IEEE International Conference on Communications, 2018
Deep Learning Based Detection of Sleeping Cells in Next Generation Cellular Networks.
Proceedings of the IEEE Global Communications Conference, 2018
Optimal Coverage and Rate in Downlink Cellular Networks: A SIR Meta-Distribution Based Approach.
Proceedings of the IEEE Global Communications Conference, 2018
User Transmit Power Minimization through Uplink Resource Allocation and User Association in HetNets.
Proceedings of the IEEE Global Communications Conference, 2018
Mobility Prediction Empowered Proactive Energy Saving Framework for 5G Ultra-Dense HetNets.
Proceedings of the IEEE Global Communications Conference, 2018
Can Temperature Be Used as a Predictor of Data Traffic? A Real Network Big Data Analysis.
Proceedings of the 5th IEEE/ACM International Conference on Big Data Computing Applications and Technologies, 2018
2017
Predictive and Core-Network Efficient RRC Signalling for Active State Handover in RANs With Control/Data Separation.
IEEE Trans. Wirel. Commun., 2017
IEEE Commun. Lett., 2017
IEEE Commun. Surv. Tutorials, 2017
Planning Wireless Cellular Networks of Future: Outlook, Challenges and Opportunities.
IEEE Access, 2017
What user-cell association algorithms will perform best in mmWave massive MIMO ultra-dense HetNets?
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017
A novel load-aware cell association for simultaneous network capacity and user QoS optimization in emerging HetNets.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017
Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017
Proceedings of the 2017 International Conference on Computing, 2017
Proceedings of the 2017 European Conference on Networks and Communications, 2017
2016
How Reliable is MDT-Based Autonomous Coverage Estimation in the Presence of User and BS Positioning Error?
IEEE Wirel. Commun. Lett., 2016
IEEE Trans. Veh. Technol., 2016
IEEE Trans. Veh. Technol., 2016
Trans. Emerg. Telecommun. Technol., 2016
A multi-objective performance modelling framework for enabling self-optimisation of cellular network topology and configurations.
Trans. Emerg. Telecommun. Technol., 2016
Separation Framework: An Enabler for Cooperative and D2D Communication for Future 5G Networks.
IEEE Commun. Surv. Tutorials, 2016
Control-Data Separation Architecture for Cellular Radio Access Networks: A Survey and Outlook.
IEEE Commun. Surv. Tutorials, 2016
A user centric self-optimizing grid-based approach for antenna steering based on call detail records.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2016
Proceedings of the 2016 International Wireless Communications and Mobile Computing Conference (IWCMC), 2016
Impact of positioning error on achievable spectral efficiency in database-aided networks.
Proceedings of the 2016 IEEE International Conference on Communications, 2016
2015
IEEE Wirel. Commun., 2015
Tilt Angle Optimization in Two-Tier Cellular Networks - A Stochastic Geometry Approach.
IEEE Trans. Commun., 2015
IEEE Commun. Lett., 2015
Coverage Gain and Device-to-Device User Density: Stochastic Geometry Modeling and Analysis.
IEEE Commun. Lett., 2015
Trans. Emerg. Telecommun. Technol., 2015
Proceedings of the 2015 IEEE International Conference on Communications, 2015
Mobility prediction for handover management in cellular networks with control/data separation.
Proceedings of the 2015 IEEE International Conference on Communications, 2015
A Game Theoretic Approach for Optimizing Density of Remote Radio Heads in User Centric Cloud-Based Radio Access Network.
Proceedings of the 2015 IEEE Global Communications Conference, 2015
Spectral Efficiency Self-Optimization through Dynamic User Clustering and Beam Steering.
Proceedings of the 2015 IEEE Global Communications Conference, 2015
Continuous Time Markov Chain Based Reliability Analysis for Future Cellular Networks.
Proceedings of the 2015 IEEE Global Communications Conference, 2015
Data-driven analytics for automated cell outage detection in Self-Organizing Networks.
Proceedings of the 11th International Conference on the Design of Reliable Communication Networks, 2015
Proceedings of the 20th IEEE International Workshop on Computer Aided Modelling and Design of Communication Links and Networks, 2015
Proceedings of the 20th IEEE International Workshop on Computer Aided Modelling and Design of Communication Links and Networks, 2015
Impact of inaccurate user and base station positioning on autonomous coverage estimation.
Proceedings of the 20th IEEE International Workshop on Computer Aided Modelling and Design of Communication Links and Networks, 2015
Proceedings of the Design and Deployment of Small Cell Networks, 2015
2014
IEEE Trans. Wirel. Commun., 2014
Enabling IoT empowered smart lighting solutions: A communication theoretic perspective.
Proceedings of the 2014 IEEE Wireless Communications and Networking Conference Workshops, 2014
A SON solution for sleeping cell detection using low-dimensional embedding of MDT measurements.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014
Joint coverage and backhaul self-optimization in emerging relay enhanced heterogeneous networks.
Proceedings of the IEEE International Conference on Communications, 2014
2013
IEEE Commun. Surv. Tutorials, 2013
A framework for classification of Self-Organising network conflicts and coordination algorithms.
Proceedings of the 24th IEEE Annual International Symposium on Personal, 2013
On the capacity and spatial fairness trade-off in planning sectorization and frequency reuse.
Proceedings of the Third International Conference on Communications and Information Technology, 2013
Planning Future Cellular Networks: A Generic Framework for Performance Quantification.
Proceedings of the European Wireless 2013, 2013
A game theoretic framework for energy efficient deployment and operation of heterogeneous LTE networks.
Proceedings of the IEEE 18th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2013
2012
Use of learning, game theory and optimization as biomimetic approaches for Self-Organization in macro-femtocell coexistence.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference Workshops, 2012
Distributed Load Balancing through Self Organisation of cell size in cellular systems.
Proceedings of the 23rd IEEE International Symposium on Personal, 2012
2011
Relay Station Access Link Spectral Efficiency Optimization Through SO of Macro BS Tilts.
IEEE Commun. Lett., 2011
Flexible Soft Frequency Reuse Schemes for Heterogeneous Networks (Macrocell and Femtocell).
Proceedings of the 73rd IEEE Vehicular Technology Conference, 2011
Distributed spectral efficiency optimization at hotspots through self organisation of BS tilts.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2011
2010
A novel Self Organizing framework for adaptive Frequency Reuse and Deployment in future cellular networks.
Proceedings of the IEEE 21st International Symposium on Personal, 2010
A new performance characterization framework for Deployment Architectures of next generation distributed cellular networks.
Proceedings of the IEEE 21st International Symposium on Personal, 2010
2009
Proceedings of the 2009 International Conference on Telecommunications, 2009