Mehdi Bennis

According to our database1, Mehdi Bennis authored at least 348 papers between 2007 and 2021.

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Bibliography

2021
Predictive Deployment of UAV Base Stations in Wireless Networks: Machine Learning Meets Contract Theory.
IEEE Trans. Wirel. Commun., 2021

Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning.
IEEE Trans. Commun., 2021

Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications.
Proc. IEEE, 2021

UAV-Assisted Communication in Remote Disaster Areas Using Imitation Learning.
IEEE Open J. Commun. Soc., 2021

Communication and Consensus Co-Design for Distributed, Low-Latency, and Reliable Wireless Systems.
IEEE Internet Things J., 2021

Predictive Ultra-Reliable Communication: A Survival Analysis Perspective.
IEEE Commun. Lett., 2021

Network slicing for vehicular communication.
Trans. Emerg. Telecommun. Technol., 2021

Robust Reconfigurable Intelligent Surfaces via Invariant Risk and Causal Representations.
CoRR, 2021

AirMixML: Over-the-Air Data Mixup for Inherently Privacy-Preserving Edge Machine Learning.
CoRR, 2021

Communication-Efficient and Personalized Federated Lottery Ticket Learning.
CoRR, 2021

Split Learning Meets Koopman Theory for Wireless Remote Monitoring and Prediction.
CoRR, 2021

Distributed Learning in Wireless Networks: Recent Progress and Future Challenges.
CoRR, 2021

Ultra-Reliable Indoor Millimeter Wave Communications using Multiple Artificial Intelligence-Powered Intelligent Surfaces.
CoRR, 2021

A Framework for Energy and Carbon Footprint Analysis of Distributed and Federated Edge Learning.
CoRR, 2021

Seven Defining Features of Terahertz (THz) Wireless Systems: A Fellowship of Communication and Sensing.
CoRR, 2021

Federated Learning on the Road: Autonomous Controller Design for Connected and Autonomous Vehicles.
CoRR, 2021

Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks.
CoRR, 2021

Predictive Control and Communication Co-Design via Two-Way Gaussian Process Regression and AoI-Aware Scheduling.
CoRR, 2021

Robust Blockchained Federated Learning with Model Validation and Proof-of-Stake Inspired Consensus.
CoRR, 2021

Mean-Field Game-Theoretic Edge Caching.
CoRR, 2021

Opportunities of Federated Learning in Connected, Cooperative, and Automated Industrial Systems.
IEEE Commun. Mag., 2021

2020
Remote UAV Online Path Planning via Neural Network-Based Opportunistic Control.
IEEE Wirel. Commun. Lett., 2020

Intelligent Edge: Leveraging Deep Imitation Learning for Mobile Edge Computation Offloading.
IEEE Wirel. Commun., 2020

A Speculative Study on 6G.
IEEE Wirel. Commun., 2020

Joint Parameter-and-Bandwidth Allocation for Improving the Efficiency of Partitioned Edge Learning.
IEEE Trans. Wirel. Commun., 2020

A Crowdsourcing Framework for On-Device Federated Learning.
IEEE Trans. Wirel. Commun., 2020

Age of Information Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective.
IEEE Trans. Wirel. Commun., 2020

Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks.
IEEE Trans. Veh. Technol., 2020

Enhancing Video Streaming in Vehicular Networks via Resource Slicing.
IEEE Trans. Veh. Technol., 2020

Decentralized Asynchronous Coded Caching Design and Performance Analysis in Fog Radio Access Networks.
IEEE Trans. Mob. Comput., 2020

Communication-Efficient Massive UAV Online Path Control: Federated Learning Meets Mean-Field Game Theory.
IEEE Trans. Commun., 2020

Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications.
IEEE Trans. Commun., 2020

Taming the Latency in Multi-User VR 360°: A QoE-Aware Deep Learning-Aided Multicast Framework.
IEEE Trans. Commun., 2020

A Mean Field Game-Based Distributed Edge Caching in Fog Radio Access Networks.
IEEE Trans. Commun., 2020

Optimized Caching and Spectrum Partitioning for D2D Enabled Cellular Systems With Clustered Devices.
IEEE Trans. Commun., 2020

Optimized Age of Information Tail for Ultra-Reliable Low-Latency Communications in Vehicular Networks.
IEEE Trans. Commun., 2020

Federated Learning and Control at the Wireless Network Edge.
GetMobile Mob. Comput. Commun., 2020

A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems.
IEEE Netw., 2020

GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning.
J. Mach. Learn. Res., 2020

Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup.
IEEE Commun. Lett., 2020

Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction.
IEEE Commun. Lett., 2020

Blockchained On-Device Federated Learning.
IEEE Commun. Lett., 2020

Risk-Sensitive Task Fetching and Offloading for Vehicular Edge Computing.
IEEE Commun. Lett., 2020

Ultra-Reliable and Low-Latency Vehicular Communication: An Active Learning Approach.
IEEE Commun. Lett., 2020

Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning.
IEEE Intell. Syst., 2020

Age-Optimal Power Allocation in Industrial IoT: A Risk-Sensitive Federated Learning Approach.
CoRR, 2020

Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning.
CoRR, 2020

Cross Layer Optimization and Distributed Reinforcement Learning Approach for Tile-Based 360 Degree Wireless Video Streaming.
CoRR, 2020

BayGo: Joint Bayesian Learning and Information-Aware Graph Optimization.
CoRR, 2020

Federated Knowledge Distillation.
CoRR, 2020

Integrating LEO Satellites and Multi-UAV Reinforcement Learning for Hybrid FSO/RF Non-Terrestrial Networks.
CoRR, 2020

When Wireless Communications Meet Computer Vision in Beyond 5G.
CoRR, 2020

Adaptive Subcarrier, Parameter, and Power Allocation for Partitioned Edge Learning Over Broadband Channels.
CoRR, 2020

Communication Efficient Distributed Learning with Censored, Quantized, and Generalized Group ADMM.
CoRR, 2020

Energy Efficiency Through Joint Routing and Function Placement in Different Modes of SDN/NFV Networks.
CoRR, 2020

Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems.
CoRR, 2020

Distributed Heteromodal Split Learning for Vision Aided mmWave Received Power Prediction.
CoRR, 2020

Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning.
CoRR, 2020

XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning.
CoRR, 2020

Can Terahertz Provide High-Rate Reliable Low Latency Communications for Wireless VR?
CoRR, 2020

6G White Paper on Edge Intelligence.
CoRR, 2020

An Online Framework for Ephemeral Edge Computing in the Internet of Things.
CoRR, 2020

Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach.
CoRR, 2020

Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction.
CoRR, 2020

Millimeter Wave Communications with an Intelligent Reflector: Performance Optimization and Distributional Reinforcement Learning.
CoRR, 2020

Extreme URLLC: Vision, Challenges, and Key Enablers.
CoRR, 2020

Cellular-Connected Wireless Virtual Reality: Requirements, Challenges, and Solutions.
IEEE Commun. Mag., 2020

Guest Editorial: Communication Technologies for Efficient Edge Learning.
IEEE Commun. Mag., 2020

Federated Learning under Channel Uncertainty: Joint Client Scheduling and Resource Allocation.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Maximum Allowable Transfer Interval Aware Scheduling for Wireless Remote Monitoring.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

L-FGADMM: Layer-Wise Federated Group ADMM for Communication Efficient Decentralized Deep Learning.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Resource Awareness In Unmanned Aerial Vehicle-Assisted Mobile-Edge Computing Systems.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Data-Driven Predictive Scheduling in Ultra-Reliable Low-Latency Industrial IoT: A Generative Adversarial Network Approach.
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Predictive Control and Communication Co-Design: A Gaussian Process Regression Approach.
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Risk-Aware Optimization of Age of Information in the Internet of Things.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Content Popularity Prediction in Fog Radio Access Networks: A Federated Learning Based Approach.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Joint Redundant MDS Codes and Cluster Cooperation Based Coded Caching in Fog Radio Access Networks.
Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

Deep Reinforcement Learning for Energy-Efficient Networking with Reconfigurable Intelligent Surfaces.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Deep Learning Assisted CSI Estimation for Joint URLLC and eMBB Resource Allocation.
Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

D2D Mobile Relaying for Efficient Throughput-Reliability Delivering in 5G.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Risk-Based Optimization of Virtual Reality over Terahertz Reconfigurable Intelligent Surfaces.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Distributional Reinforcement Learning for mmWave Communications with Intelligent Reflectors on a UAV.
Proceedings of the IEEE Global Communications Conference, 2020

Accelerating Partitioned Edge Learning via Joint Parameter-and-Bandwidth Allocation.
Proceedings of the IEEE Global Communications Conference, 2020

Integrating LEO Satellite and UAV Relaying via Reinforcement Learning for Non-Terrestrial Networks.
Proceedings of the IEEE Global Communications Conference, 2020

Age of Information-Aware Resource Management in UAV-Assisted Mobile-Edge Computing Systems.
Proceedings of the IEEE Global Communications Conference, 2020

Phase Configuration Learning in Wireless Networks with Multiple Reconfigurable Intelligent Surfaces.
Proceedings of the IEEE Globecom Workshops, 2020

Communication Efficient Framework for Decentralized Machine Learning.
Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020

A Joint Decentralized Federated Learning and Communications Framework for Industrial Networks.
Proceedings of the 25th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2020

1 A Deep Reinforcement Learning Framework to Combat Dynamic Blockage in mmWave V2X Networks.
Proceedings of the 2nd 6G Wireless Summit, 2020

2019
Power Control via Stackelberg Game for Small-Cell Networks.
Wirel. Commun. Mob. Comput., 2019

Integrated Millimeter Wave and Sub-6 GHz Wireless Networks: A Roadmap for Joint Mobile Broadband and Ultra-Reliable Low-Latency Communications.
IEEE Wirel. Commun., 2019

Joint Path Selection and Rate Allocation Framework for 5G Self-Backhauled mm-wave Networks.
IEEE Trans. Wirel. Commun., 2019

Optimized Deployment of Millimeter Wave Networks for In-Venue Regions With Stochastic Users' Orientation.
IEEE Trans. Wirel. Commun., 2019

Beyond 5G With UAVs: Foundations of a 3D Wireless Cellular Network.
IEEE Trans. Wirel. Commun., 2019

An Online Optimization Framework for Distributed Fog Network Formation With Minimal Latency.
IEEE Trans. Wirel. Commun., 2019

Learning to Entangle Radio Resources in Vehicular Communications: An Oblivious Game-Theoretic Perspective.
IEEE Trans. Veh. Technol., 2019

Joint Communication and Control for Wireless Autonomous Vehicular Platoon Systems.
IEEE Trans. Commun., 2019

Communications and Control for Wireless Drone-Based Antenna Array.
IEEE Trans. Commun., 2019

Dynamic Task Offloading and Resource Allocation for Ultra-Reliable Low-Latency Edge Computing.
IEEE Trans. Commun., 2019

User Preference Learning-Based Edge Caching for Fog Radio Access Network.
IEEE Trans. Commun., 2019

Reinforcement Learning-Based Vehicle-Cell Association Algorithm for Highly Mobile Millimeter Wave Communication.
IEEE Trans. Cogn. Commun. Netw., 2019

Scanning the Issue.
Proc. IEEE, 2019

Wireless Network Intelligence at the Edge.
Proc. IEEE, 2019

Wireless Edge Computing With Latency and Reliability Guarantees.
Proc. IEEE, 2019

Multi-Tenant Cross-Slice Resource Orchestration: A Deep Reinforcement Learning Approach.
IEEE J. Sel. Areas Commun., 2019

Optimized Computation Offloading Performance in Virtual Edge Computing Systems Via Deep Reinforcement Learning.
IEEE Internet Things J., 2019

Cooperative caching in fog radio access networks: a graph-based approach.
IET Commun., 2019

Taming the Tail of Maximal Information Age in Wireless Industrial Networks.
IEEE Commun. Lett., 2019

eMBB-URLLC Resource Slicing: A Risk-Sensitive Approach.
IEEE Commun. Lett., 2019

Advances and Open Problems in Federated Learning.
CoRR, 2019

Spatiotemporal Analysis on Broadcast Performance of DSRC with External Interference in 5.9 GHz Band.
CoRR, 2019

Distilling On-Device Intelligence at the Network Edge.
CoRR, 2019

Communication and Consensus Co-Design for Low-Latency and Reliable Industrial IoT Systems.
CoRR, 2019

Federated Reinforcement Distillation with Proxy Experience Memory.
CoRR, 2019

Multi-hop Federated Private Data Augmentation with Sample Compression.
CoRR, 2019

Performance Analysis of Blockchain Systems with Wireless Mobile Miners.
CoRR, 2019

Cooperative Caching in Fog Radio Access Networks: A Graph-based Approach.
CoRR, 2019

A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and Open Problems.
IEEE Commun. Surv. Tutorials, 2019

Joint Cache Allocation With Incentive and User Association in Cloud Radio Access Networks Using Hierarchical Game.
IEEE Access, 2019

Dynamic Radio Frame Configuration by Exploiting Uplink Control Channel for URLLC.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference Workshop, 2019

Distributed Edge Caching via Reinforcement Learning in Fog Radio Access Networks.
Proceedings of the 89th IEEE Vehicular Technology Conference, 2019

Resource virtualization with edge caching and latency constraint for local B5G operator.
Proceedings of the 16th International Symposium on Wireless Communication Systems, 2019

Reinforcement Learning Based Scheduling Algorithm for Optimizing Age of Information in Ultra Reliable Low Latency Networks.
Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

Joint Communication and Control System Design for Connected and Autonomous Vehicle Navigation.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Edge Caching Resource Allocation in Fog Radio Access Networks: An Incentive Mechanism Based Approach.
Proceedings of the 17th IEEE International Conference on Communications Workshops, 2019

A Proximal Jacobian ADMM Approach for Fast Massive MIMO Signal Detection in Low-Latency Communications.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Decentralized Deep Reinforcement Learning for Delay-Power Tradeoff in Vehicular Communications.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Reflections in the Sky: Millimeter Wave Communication with UAV-Carried Intelligent Reflectors.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Dependence Control for Reliability Optimization in Vehicular Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Cooperative Edge Caching in Fog Radio Access Networks: A Pigeon Inspired Optimization Approach.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Ultra-Reliable Millimeter-Wave Communications Using an Artificial Intelligence-Powered Reflector.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Massive Autonomous UAV Path Planning: A Neural Network Based Mean-Field Game Theoretic Approach.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Incentivize to Build: A Crowdsourcing Framework for Federated Learning.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Secrecy Preserving in Stochastic Resource Orchestration for Multi-Tenancy Network Slicing.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

One Pixel Image and RF Signal Based Split Learning for mmWave Received Power Prediction.
Proceedings of the 15th International Conference on emerging Networking EXperiments and Technologies, 2019

2018
Caching Meets Millimeter Wave Communications for Enhanced Mobility Management in 5G Networks.
IEEE Trans. Wirel. Commun., 2018

Fronthaul-Aware Software-Defined Wireless Networks: Resource Allocation and User Scheduling.
IEEE Trans. Wirel. Commun., 2018

Inter-Cluster Cooperation for Wireless D2D Caching Networks.
IEEE Trans. Wirel. Commun., 2018

HSDRAN: Hierarchical Software-Defined Radio Access Network for Distributed Optimization.
IEEE Trans. Veh. Technol., 2018

Wireless Resource Scheduling in Virtualized Radio Access Networks Using Stochastic Learning.
IEEE Trans. Mob. Comput., 2018

Scanning the Issue.
Proc. IEEE, 2018

Ultrareliable and Low-Latency Wireless Communication: Tail, Risk, and Scale.
Proc. IEEE, 2018

Toward Low-Latency and Ultra-Reliable Virtual Reality.
IEEE Netw., 2018

Ultra-Reliable Communication in 5G mmWave Networks: A Risk-Sensitive Approach.
IEEE Commun. Lett., 2018

Learning-Based Caching in Cloud-Aided Wireless Networks.
IEEE Commun. Lett., 2018

Ultra-Reliable and Low-Latency Vehicular Transmission: An Extreme Value Theory Approach.
IEEE Commun. Lett., 2018

Proactive edge computing in fog networks with latency and reliability guarantees.
EURASIP J. Wirel. Commun. Netw., 2018

Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data.
CoRR, 2018

Multi-operator spectrum sharing using matching game in small cells network.
CoRR, 2018

On-Device Federated Learning via Blockchain and its Latency Analysis.
CoRR, 2018

On the Application of Network Slicing for 5G-V2X.
CoRR, 2018

Joint Path Selection and Rate Allocation Framework for 5G Self-Backhauled mmWave Networks.
CoRR, 2018

Integrated Millimeter Wave and Sub-6 GHz Wireless Networks: A Roadmap for Ultra-Reliable Low-Latency Communications.
CoRR, 2018

Towards Low-Latency and Ultra-Reliable Virtual Reality.
CoRR, 2018

User Preference Learning Based Edge Caching for Fog-RAN.
CoRR, 2018

Ultra-Reliable and Low-Latency Wireless Communication: Tail, Risk and Scale.
CoRR, 2018

Heterogeneous Ultra Dense Networks: Part 2.
IEEE Commun. Mag., 2018

Dynamic Resource Allocation for Optimized Latency and Reliability in Vehicular Networks.
IEEE Access, 2018

Path selection and rate allocation in self-backhauled mmWave networks.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Edge computing meets millimeter-wave enabled VR: Paving the way to cutting the cord.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Decentralized Asynchronous Coded Caching in Fog-RAN.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Distributed Edge Caching in Ultra-Dense Fog Radio Access Networks: A Mean Field Approach.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Performance Optimization in Mobile-Edge Computing via Deep Reinforcement Learning.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Integrated Communications and Control Co-Design for Wireless Vehicular Platoon Systems.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Drone-Based Antenna Array for Service Time Minimization in Wireless Networks.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Collaborative Artificial Intelligence (AI) for User-Cell Association in Ultra-Dense Cellular Systems.
Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

Machine Learning for Predictive On-Demand Deployment of Uavs for Wireless Communications.
Proceedings of the IEEE Global Communications Conference, 2018

Federated Learning for Ultra-Reliable Low-Latency V2V Communications.
Proceedings of the IEEE Global Communications Conference, 2018

Performance Analysis and Caching Design in Fog Radio Access Networks.
Proceedings of the IEEE Globecom Workshops, 2018

URLLC-eMBB Slicing to Support VR Multimodal Perceptions over Wireless Cellular Systems.
Proceedings of the IEEE Global Communications Conference, 2018

3D Cellular Network Architecture with Drones for beyond 5G.
Proceedings of the IEEE Global Communications Conference, 2018

Online Optimization for UAV-Assisted Distributed Fog Computing in Smart Factories of Industry 4.0.
Proceedings of the IEEE Global Communications Conference, 2018

Green Fog Offloading Strategy for Heterogeneous Wireless Edge Networks.
Proceedings of the IEEE Globecom Workshops, 2018

A Quitting Game Framework for Self-Organized D2D Mobile Relaying in 5G.
Proceedings of the IEEE Global Communications Conference, 2018

On Minimizing Energy Consumption for D2D Clustered Caching Networks.
Proceedings of the IEEE Global Communications Conference, 2018

Ultra-Reliable Low-Latency Vehicular Networks: Taming the Age of Information Tail.
Proceedings of the IEEE Global Communications Conference, 2018

Consensus-Before-Talk: Distributed Dynamic Spectrum Access via Distributed Spectrum Ledger Technology.
Proceedings of the 2018 IEEE International Symposium on Dynamic Spectrum Access Networks, 2018

Wireless Communications and Control for Swarms of Cellular-Connected UAVs.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
Learning-Based Small Cell Traffic Balancing Over Licensed and Unlicensed Bands.
IEEE Wirel. Commun. Lett., 2017

Joint Load Balancing and Interference Mitigation in 5G Heterogeneous Networks.
IEEE Trans. Wirel. Commun., 2017

Inter-Operator Resource Management for Millimeter Wave Multi-Hop Backhaul Networks.
IEEE Trans. Wirel. Commun., 2017

Joint Millimeter Wave and Microwave Resources Allocation in Cellular Networks With Dual-Mode Base Stations.
IEEE Trans. Wirel. Commun., 2017

Multi-Operator Spectrum Sharing for Small Cell Networks: A Matching Game Perspective.
IEEE Trans. Wirel. Commun., 2017

Wireless Communication Using Unmanned Aerial Vehicles (UAVs): Optimal Transport Theory for Hover Time Optimization.
IEEE Trans. Wirel. Commun., 2017

Mobile Unmanned Aerial Vehicles (UAVs) for Energy-Efficient Internet of Things Communications.
IEEE Trans. Wirel. Commun., 2017

Online Ski Rental for ON/OFF Scheduling of Energy Harvesting Base Stations.
IEEE Trans. Wirel. Commun., 2017

Sum Secrecy Rate Maximization for Relay-Aided Multiple-Source Multiple-Destination Networks.
IEEE Trans. Veh. Technol., 2017

Energy-Efficient Noncooperative Power Control in Small-Cell Networks.
IEEE Trans. Veh. Technol., 2017

Dynamic Clustering and User Association in Wireless Small-Cell Networks With Social Considerations.
IEEE Trans. Veh. Technol., 2017

Enhanced Co-Primary Spectrum Sharing Method for Multi-Operator Networks.
IEEE Trans. Mob. Comput., 2017

Guest Editorial Game Theory for Networks, Part II.
IEEE J. Sel. Areas Commun., 2017

Guest Editorial Game Theory for Networks, Part I.
IEEE J. Sel. Areas Commun., 2017

Millimeter-Wave V2V Communications: Distributed Association and Beam Alignment.
IEEE J. Sel. Areas Commun., 2017

Resource Optimization and Power Allocation in In-Band Full Duplex-Enabled Non-Orthogonal Multiple Access Networks.
IEEE J. Sel. Areas Commun., 2017

Ultra-Reliable and Low Latency Communication in mmWave-Enabled Massive MIMO Networks.
IEEE Commun. Lett., 2017

Optimal Transport Theory for Cell Association in UAV-Enabled Cellular Networks.
IEEE Commun. Lett., 2017

Caching Meets Millimeter Wave Communications for Enhanced Mobility Management in 5G Networks.
CoRR, 2017

Energy Efficient Non-Cooperative Power Control in Small Cell Networks.
CoRR, 2017

Resource Optimization and Power Allocation in In-band Full Duplex (IBFD)-Enabled Non-Orthogonal Multiple Access Networks.
CoRR, 2017

Heterogeneous Ultra-Dense Networks: Part 1.
IEEE Commun. Mag., 2017

Toward Interconnected Virtual Reality: Opportunities, Challenges, and Enablers.
IEEE Commun. Mag., 2017

Adapting Downlink Power in Fronthaul-Constrained Hierarchical Software-Defined RANs.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Delay-sensitive resource allocation for relay-aided M2M communication over LTE-advanced networks.
Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

On the interplay between scheduling interval and beamwidth selection for low-latency and reliable V2V mmWave communications.
Proceedings of the 20th Conference on Innovations in Clouds, Internet and Networks, 2017

An online secretary framework for fog network formation with minimal latency.
Proceedings of the IEEE International Conference on Communications, 2017

Ultra-dense edge caching under spatio-temporal demand and network dynamics.
Proceedings of the IEEE International Conference on Communications, 2017

Network Formation Game for Multi-Hop Wearable Communications over Millimeter Wave Frequencies.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Mobility Management for Heterogeneous Networks: Leveraging Millimeter Wave for Seamless Handover.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Performance Analysis of Integrated Sub-6 GHz-Millimeter Wave Wireless Local Area Networks.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Performance Optimization for UAV-Enabled Wireless Communications under Flight Time Constraints.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Latency and Reliability-Aware Task Offloading and Resource Allocation for Mobile Edge Computing.
Proceedings of the 2017 IEEE Globecom Workshops, Singapore, December 4-8, 2017, 2017

Contract-Based Cache Partitioning and Pricing Mechanism in Wireless Network Slicing.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

A Novel Caching Policy with Content Popularity Prediction and User Preference Learning in Fog-RAN.
Proceedings of the 2017 IEEE Globecom Workshops, Singapore, December 4-8, 2017, 2017

An Oblivious Game-Theoretic Approach for Wireless Scheduling in V2V Communications.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Delay Analysis for Wireless D2D Caching with Inter-Cluster Cooperation.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Online optimization for low-latency computational caching in Fog networks.
Proceedings of the IEEE Fog World Congress, 2017

Beyond WYSIWYG: Sharing contextual sensing data through mmWave V2V communications.
Proceedings of the 2017 European Conference on Networks and Communications, 2017

Performance evaluation of adaptive beamforming in 5G-V2X networks.
Proceedings of the 2017 European Conference on Networks and Communications, 2017

System level analysis of multi-operator small cell network at 10 GHz.
Proceedings of the 2017 European Conference on Networks and Communications, 2017

Vehicle clustering for improving enhanced LTE-V2X network performance.
Proceedings of the 2017 European Conference on Networks and Communications, 2017

Proactive edge computing in latency-constrained fog networks.
Proceedings of the 2017 European Conference on Networks and Communications, 2017

Towards low-latency and ultra-reliable vehicle-to-vehicle communication.
Proceedings of the 2017 European Conference on Networks and Communications, 2017

2016
Energy-Efficient Power Allocation in OFDMA D2D Communication by Multiobjective Optimization.
IEEE Wirel. Commun. Lett., 2016

Dynamic Clustering and on/off Strategies for Wireless Small Cell Networks.
IEEE Trans. Wirel. Commun., 2016

Unmanned Aerial Vehicle With Underlaid Device-to-Device Communications: Performance and Tradeoffs.
IEEE Trans. Wirel. Commun., 2016

CBRS Spectrum Sharing between LTE-U and WiFi: A Multiarmed Bandit Approach.
Mob. Inf. Syst., 2016

Ultra Dense Small Cell Networks: Turning Density Into Energy Efficiency.
IEEE J. Sel. Areas Commun., 2016

Caching in Wireless Small Cell Networks: A Storage-Bandwidth Tradeoff.
IEEE Commun. Lett., 2016

UAV-Assisted Heterogeneous Networks for Capacity Enhancement.
IEEE Commun. Lett., 2016

Efficient Deployment of Multiple Unmanned Aerial Vehicles for Optimal Wireless Coverage.
IEEE Commun. Lett., 2016

Joint Optimization for Optimal Power Allocation in OFDMA Femtocell Networks.
IEEE Commun. Lett., 2016

Joint In-Band Backhauling and Interference Mitigation in 5G Heterogeneous Networks.
CoRR, 2016

Enabling Relaying Over Heterogeneous Backhauls in the Uplink of Wireless Femtocell Networks.
CoRR, 2016

Beamwidth Optimization in Millimeter Wave Small Cell Networks with Relay Nodes: A Swarm Intelligence Approach.
CoRR, 2016

System Level Performance Evaluation of LTE-V2X Network.
CoRR, 2016

Online Ski Rental for ON/OFF Scheduling of Energy Harvesting, Millimeter Wave Base Stations.
CoRR, 2016

Towards Interconnected Virtual Reality: Opportunities, Challenges and Enablers.
CoRR, 2016

Big data caching for networking: moving from cloud to edge.
IEEE Commun. Mag., 2016

Wireless communications, networking, and positioning with unmanned aerial vehicles [Guest Editorial].
IEEE Commun. Mag., 2016

Multi-armed bandit for LTE-U and WiFi coexistence in unlicensed bands.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2016

On the delay of geographical caching methods in two-tiered heterogeneous networks.
Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

Edge caching for coverage and capacity-aided heterogeneous networks.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Enhancing software-defined RAN with collaborative caching and scalable video coding.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Context-aware scheduling of joint millimeter wave and microwave resources for dual-mode base stations.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Multi-operator spectrum sharing using matching game in small cells network.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Joint admission control and content caching policy for energy harvesting access points.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Optimal transport theory for power-efficient deployment of unmanned aerial vehicles.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Online ski rental for scheduling self-powered, energy harvesting small base stations.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Quantum Game Theory for Beam Alignment in Millimeter Wave Device-to-Device Communications.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Downlink Cell Association and Load Balancing for Joint Millimeter Wave-Microwave Cellular Networks.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Spatio-Temporal Network Dynamics Framework for Energy-Efficient Ultra-Dense Cellular Networks.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

User-Centric Mobility Management in Ultra-Dense Cellular Networks under Spatio-Temporal Dynamics.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Mobile Internet of Things: Can UAVs Provide an Energy-Efficient Mobile Architecture?
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Fronthaul-Aware Software-Defined Joint Resource Allocation and User Scheduling for 5G Networks.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

Online Channel Allocation for Full-Duplex Device-to-Device Communications.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

Regret Based Learning for UAV Assisted LTE-U/WiFi Public Safety Networks.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Dynamic Proximity-Aware Resource Allocation in Vehicle-to-Vehicle (V2V) Communications.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

2015
Context-Aware Small Cell Networks: How Social Metrics Improve Wireless Resource Allocation.
IEEE Trans. Wirel. Commun., 2015

Co-Primary Multi-Operator Resource Sharing for Small Cell Networks.
IEEE Trans. Wirel. Commun., 2015

Learning Based Frequency- and Time-Domain Inter-Cell Interference Coordination in HetNets.
IEEE Trans. Veh. Technol., 2015

Guest Editorial Recent Advances in Heterogeneous Cellular Networks, Part II.
IEEE J. Sel. Areas Commun., 2015

Guest Editorial: Recent Advances in Heterogeneous Cellular Networks, Part I.
IEEE J. Sel. Areas Commun., 2015

Special issue on big data networking-challenges and applications.
J. Commun. Networks, 2015

Big data meets telcos: A proactive caching perspective.
J. Commun. Networks, 2015

Mobility management in HetNets: a learning-based perspective.
EURASIP J. Wirel. Commun. Netw., 2015

Adaptive CSI and feedback estimation in LTE and beyond: a Gaussian process regression approach.
EURASIP J. Wirel. Commun. Netw., 2015

Cache-enabled small cell networks: modeling and tradeoffs.
EURASIP J. Wirel. Commun. Netw., 2015

Full duplex communications [Guest Editorial].
IEEE Commun. Mag., 2015

Matching theory for future wireless networks: fundamentals and applications.
IEEE Commun. Mag., 2015

A transfer learning approach for cache-enabled wireless networks.
Proceedings of the 13th International Symposium on Modeling and Optimization in Mobile, 2015

Context-aware mobility management in HetNets: A reinforcement learning approach.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015

A distributed ADMM approach for mobile data offloading in software defined network.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015

Modeling and analysis of content caching in wireless small cell networks.
Proceedings of the 2015 International Symposium on Wireless Communication Systems (ISWCS), 2015

UL/DL decoupled user association in dynamic TDD small cell networks.
Proceedings of the 2015 International Symposium on Wireless Communication Systems (ISWCS), 2015

5G Green Communications: C-RAN Provisioning of CoMP and Femtocells for Power Management.
Proceedings of the IEEE International Conference on Ubiquitous Wireless Broadband, 2015

Matching theory for backhaul management in small cell networks with mmWave capabilities.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Match to cache: Joint user association and backhaul allocation in cache-aware small cell networks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Gibbs Sampling based Spectrum Sharing for Multi-Operator Small Cell Networks.
Proceedings of the IEEE International Conference on Communication, 2015

Gaussian Process Regression for CSI and feedback estimation in LTE.
Proceedings of the IEEE International Conference on Communication, 2015

Energy-Efficient Resource Management in Ultra Dense Small Cell Networks: A Mean-Field Approach.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Drone Small Cells in the Clouds: Design, Deployment and Performance Analysis.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Leveraging Big Data Analytics for Cache-Enabled Wireless Networks.
Proceedings of the 2015 IEEE Globecom Workshops, San Diego, CA, USA, December 6-10, 2015, 2015

Power Consumption Modeling for CoMP Overlaid Neighborhood Femtocell Networks.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Foresighted resource scheduling in software-defined radio access networks.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Time- and frequency-domain e-ICIC with single- and multi-flow carrier aggregation in HetNets.
Proceedings of the Design and Deployment of Small Cell Networks, 2015

2014
Improving Macrocell-Small Cell Coexistence Through Adaptive Interference Draining.
IEEE Trans. Wirel. Commun., 2014

Living on the edge: The role of proactive caching in 5G wireless networks.
IEEE Commun. Mag., 2014

Cache-aware user association in backhaul-constrained small cell networks.
Proceedings of the 12th International Symposium on Modeling and Optimization in Mobile, 2014

Exploring social networks for optimized user association in wireless small cell networks with device-to-device communications.
Proceedings of the 2014 IEEE Wireless Communications and Networking Conference Workshops, 2014

Dynamic clustering and sleep mode strategies for small cell networks.
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

Content-aware user clustering and caching in wireless small cell networks.
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

Dynamic uplink-downlink optimization in TDD-based small cell networks.
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

Cache-enabled small cell networks: Modeling and tradeoffs.
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

Modeling and analysis of handover failure probability in small cell networks.
Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

Opportunistic sleep mode strategies in wireless small cell networks.
Proceedings of the IEEE International Conference on Communications, 2014

Social and spatial proactive caching for mobile data offloading.
Proceedings of the IEEE International Conference on Communications, 2014

Matching theory for priority-based cell association in the downlink of wireless small cell networks.
Proceedings of the IEEE International Conference on Acoustics, 2014

Multi-leader multi-follower stackelberg game among Wi-Fi, small cell and macrocell networks.
Proceedings of the IEEE Global Communications Conference, 2014

In-Network Caching and Content Placement in Cooperative Small Cell Networks.
Proceedings of the 1st International Conference on 5G for Ubiquitous Connectivity, 2014

2013
Backhaul-Aware Interference Management in the Uplink of Wireless Small Cell Networks.
IEEE Trans. Wirel. Commun., 2013

Dynamic Coalition Formation for Network MIMO in Small Cell Networks.
IEEE Trans. Wirel. Commun., 2013

Self-Organization in Small Cell Networks: A Reinforcement Learning Approach.
IEEE Trans. Wirel. Commun., 2013

Statistical Analysis of Self-Organizing Networks With Biased Cell Association and Interference Avoidance.
IEEE Trans. Veh. Technol., 2013

Interference Alignment for Cooperative Femtocell Networks: A Game-Theoretic Approach.
IEEE Trans. Mob. Comput., 2013

Coordinated TDD-Underlay for Self-organizing Femtocells in Two-Tier Coexistence Scenarios.
EURASIP J. Wirel. Commun. Netw., 2013

Matching with Externalities for Context-Aware User-Cell Association in Small Cell Networks.
CoRR, 2013

When cellular meets WiFi in wireless small cell networks.
IEEE Commun. Mag., 2013

Outage Probability and Capacity for Two-Tier Femtocell Networks by Approximating Ratio of Rayleigh and Log Normal Random Variables.
Proceedings of the 77th IEEE Vehicular Technology Conference, 2013

Rethinking offload: How to intelligently combine WiFi and small cells?
Proceedings of IEEE International Conference on Communications, 2013

Backhaul-aware self-organizing operator-shared small cell networks.
Proceedings of IEEE International Conference on Communications, 2013

Enhanced intercell interference coordination in HetNets: Single vs. multiflow approach.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2013

Proactive user association in wireless small cell networks via collaborative filtering.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012
Coordination Mechanisms for Self-Organizing Femtocells in Two-Tier Coexistence Scenarios.
IEEE Trans. Wirel. Commun., 2012

Performance of Transmit Antenna Selection Physical Layer Security Schemes.
IEEE Signal Process. Lett., 2012

Spectrum Leasing as an Incentive Towards Uplink Macrocell and Femtocell Cooperation.
IEEE J. Sel. Areas Commun., 2012

Enhanced performance of heterogeneous networks through full-duplex relaying.
EURASIP J. Wirel. Commun. Netw., 2012

Enabling relaying over heterogeneous backhauls in the uplink of femtocell networks.
Proceedings of the 10th International Symposium on Modeling and Optimization in Mobile, 2012

Enabling macrocell-femtocell coexistence through interference draining.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference Workshops, 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

Performance analysis of full duplex and selective and incremental half duplex relaying schemes.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

On the fly self-organized base station placement.
Proceedings of the 2012 International Symposium on Wireless Communication Systems (ISWCS), 2012

On Interference Management Techniques in LTE Heterogeneous Networks.
Proceedings of the 21st International Conference on Computer Communications and Networks, 2012

On the impact of heterogeneous backhauls on coordinated multipoint transmission in femtocell networks.
Proceedings of IEEE International Conference on Communications, 2012

Learning coarse correlated equilibria in two-tier wireless networks.
Proceedings of IEEE International Conference on Communications, 2012

Dynamic Inter-Cell Interference Coordination in HetNets: A reinforcement learning approach.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

Coordinated beam selection in LTE-Advanced HetNets: A reinforcement learning approach.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012

On the dynamic formation of cooperative multipoint transmissions in small cell networks.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012

2011
Coalition formation games for femtocell interference management: A recursive core approach.
Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011

Interference Management in Femtocell Networks Using Distributed Opportunistic Cooperation.
Proceedings of the 73rd IEEE Vehicular Technology Conference, 2011

Decentralized Cross-Tier Interference Mitigation in Cognitive Femtocell Networks.
Proceedings of IEEE International Conference on Communications, 2011

Cooperative Interference Alignment in Femtocell Networks.
Proceedings of the Global Communications Conference, 2011

Coordination Mechanisms for Stand-Alone Femtocells in Self-Organizing Deployments.
Proceedings of the Global Communications Conference, 2011

Distributed Learning Strategies for Interference Mitigation in Femtocell Networks.
Proceedings of the Global Communications Conference, 2011

Securing the backhaul for mobile and multi-homed femtocells.
Proceedings of the 2011 Future Network & Mobile Summit, Warsaw, Poland, June 15-17, 2011, 2011

2009
Advanced Spectrum Functionalities for Future Radio Networks.
Wirel. Pers. Commun., 2009

Performance evaluation of advanced spectrum functionalities for future radio networks.
Wirel. Commun. Mob. Comput., 2009

Inter-Operator Spectrum Sharing from a Game Theoretical Perspective.
EURASIP J. Adv. Signal Process., 2009

WINNER Spectrum Sharing with Fixed Satellite Services.
Proceedings of the 69th IEEE Vehicular Technology Conference, 2009

A Hierarchical Game Approach to Inter-Operator Spectrum Sharing.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Spectrum sharing games on the interference channel.
Proceedings of the 1st International Conference on Game Theory for Networks, 2009

2008
Efficient Resource Allocation and Paving the Way Towards Highly Efficient IMT-Advanced Systems.
Wirel. Pers. Commun., 2008

Non-cooperative operators in a game-theoretic framework.
Proceedings of the IEEE 19th International Symposium on Personal, 2008

2007
Inter Base Station Resource Sharing and Improving the Overall Efficiency of B3G Systems.
Proceedings of the 66th IEEE Vehicular Technology Conference, 2007

Performance of MIMO Schemes with Channel Estimation Errors.
Proceedings of the IEEE 18th International Symposium on Personal, 2007

Inter-Network Resource Sharing and Improving the Efficiency of Beyond 3G Systems.
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007


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