Mehdi Bennis | Academic Influence

Why Is Mehdi Bennis Influential?

Mehdi Bennis's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Advances and Open Problems in Federated Learning (2019) (2826)
A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems (2019) (1643)
A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and Open Problems (2018) (1356)
Living on the edge: The role of proactive caching in 5G wireless networks (2014) (1052)
Unmanned Aerial Vehicle With Underlaid Device-to-Device Communications: Performance and Tradeoffs (2015) (961)
Efficient Deployment of Multiple Unmanned Aerial Vehicles for Optimal Wireless Coverage (2016) (791)
Mobile Unmanned Aerial Vehicles (UAVs) for Energy-Efficient Internet of Things Communications (2017) (723)
Ultrareliable and Low-Latency Wireless Communication: Tail, Risk, and Scale (2018) (592)
Drone Small Cells in the Clouds: Design, Deployment and Performance Analysis (2014) (547)
Matching theory for future wireless networks: fundamentals and applications (2014) (453)
A Speculative Study on 6G (2019) (419)
Toward Interconnected Virtual Reality: Opportunities, Challenges, and Enablers (2016) (419)
Wireless Network Intelligence at the Edge (2018) (400)
Toward Low-Latency and Ultra-Reliable Virtual Reality (2018) (360)
Cache-enabled small cell networks: modeling and tradeoffs (2014) (346)
Blockchained On-Device Federated Learning (2018) (327)
Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data (2018) (309)
Big data caching for networking: moving from cloud to edge (2016) (289)
Beyond 5G With UAVs: Foundations of a 3D Wireless Cellular Network (2018) (277)
UAV-Assisted Heterogeneous Networks for Capacity Enhancement (2016) (274)
Wireless Communication Using Unmanned Aerial Vehicles (UAVs): Optimal Transport Theory for Hover Time Optimization (2017) (257)
When cellular meets WiFi in wireless small cell networks (2013) (250)
Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications (2018) (235)
Performance of Transmit Antenna Selection Physical Layer Security Schemes (2012) (230)
Optimal transport theory for power-efficient deployment of unmanned aerial vehicles (2016) (222)
Dynamic Task Offloading and Resource Allocation for Ultra-Reliable Low-Latency Edge Computing (2018) (200)
Mobile Internet of Things: Can UAVs Provide an Energy-Efficient Mobile Architecture? (2016) (191)
Self-Organization in Small Cell Networks: A Reinforcement Learning Approach (2013) (181)
Federated Learning for Ultra-Reliable Low-Latency V2V Communications (2018) (171)
Latency and Reliability-Aware Task Offloading and Resource Allocation for Mobile Edge Computing (2017) (159)
Ultra Dense Small Cell Networks: Turning Density Into Energy Efficiency (2016) (152)
A Q-learning based approach to interference avoidance in self-organized femtocell networks (2010) (152)
Big data meets telcos: A proactive caching perspective (2015) (142)
eMBB-URLLC Resource Slicing: A Risk-Sensitive Approach (2019) (139)
A Crowdsourcing Framework for On-Device Federated Learning (2019) (138)
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges (2021) (135)
Spectrum Leasing as an Incentive Towards Uplink Macrocell and Femtocell Cooperation (2011) (127)
Millimeter-Wave V2V Communications: Distributed Association and Beam Alignment (2016) (126)
Interference Alignment for Cooperative Femtocell Networks: A Game-Theoretic Approach (2013) (120)
A transfer learning approach for cache-enabled wireless networks (2015) (118)
User Preference Learning-Based Edge Caching for Fog Radio Access Network (2018) (117)
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications (2020) (107)
Proactive edge computing in latency-constrained fog networks (2017) (107)
Matching with externalities for context-aware user-cell association in small cell networks (2013) (106)
Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach (2020) (104)
Context-Aware Small Cell Networks: How Social Metrics Improve Wireless Resource Allocation (2015) (101)
Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms (2020) (95)
Performance Optimization in Mobile-Edge Computing via Deep Reinforcement Learning (2018) (93)
Content-aware user clustering and caching in wireless small cell networks (2014) (93)
Optimal Transport Theory for Cell Association in UAV-Enabled Cellular Networks (2017) (92)
Learning Based Frequency- and Time-Domain Inter-Cell Interference Coordination in HetNets (2014) (91)
Joint Communication and Control for Wireless Autonomous Vehicular Platoon Systems (2018) (91)
Joint Millimeter Wave and Microwave Resources Allocation in Cellular Networks With Dual-Mode Base Stations (2016) (88)
On-Device Federated Learning via Blockchain and its Latency Analysis (2018) (88)
Age of Information Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective (2019) (87)
Ultra-Reliable and Low Latency Communication in mmWave-Enabled Massive MIMO Networks (2017) (87)
Seven Defining Features of Terahertz (THz) Wireless Systems: A Fellowship of Communication and Sensing (2021) (86)
Reflections in the Sky: Millimeter Wave Communication with UAV-Carried Intelligent Reflectors (2019) (82)
Cache-aware user association in backhaul-constrained small cell networks (2014) (81)
Integrated Millimeter Wave and Sub-6 GHz Wireless Networks: A Roadmap for Joint Mobile Broadband and Ultra-Reliable Low-Latency Communications (2018) (81)
Caching in Wireless Small Cell Networks: A Storage-Bandwidth Tradeoff (2016) (81)
Opportunistic sleep mode strategies in wireless small cell networks (2014) (78)
Wireless Edge Computing With Latency and Reliability Guarantees (2019) (77)
Machine Learning for Predictive On-Demand Deployment of Uavs for Wireless Communications (2018) (75)
Communications and Control for Wireless Drone-Based Antenna Array (2017) (74)
Multi-Tenant Cross-Slice Resource Orchestration: A Deep Reinforcement Learning Approach (2018) (72)
Caching Meets Millimeter Wave Communications for Enhanced Mobility Management in 5G Networks (2017) (69)
An online secretary framework for fog network formation with minimal latency (2017) (69)
6G White Paper on Edge Intelligence (2020) (68)
Can Terahertz Provide High-Rate Reliable Low-Latency Communications for Wireless VR? (2020) (67)
Dynamic Proximity-Aware Resource Allocation in Vehicle-to-Vehicle (V2V) Communications (2016) (67)
Coalition formation games for femtocell interference management: A recursive core approach (2011) (67)
Social and spatial proactive caching for mobile data offloading (2014) (66)
Taming the Latency in Multi-User VR 360°: A QoE-Aware Deep Learning-Aided Multicast Framework (2018) (66)
Extreme URLLC: Vision, Challenges, and Key Enablers (2020) (64)
Joint Load Balancing and Interference Mitigation in 5G Heterogeneous Networks (2016) (62)
Dynamic Inter-Cell Interference Coordination in HetNets: A reinforcement learning approach (2012) (62)
Backhaul-Aware Interference Management in the Uplink of Wireless Small Cell Networks (2013) (62)
Edge computing meets millimeter-wave enabled VR: Paving the way to cutting the cord (2018) (61)
An Online Optimization Framework for Distributed Fog Network Formation With Minimal Latency (2017) (60)
Modeling and analysis of content caching in wireless small cell networks (2015) (60)
Resource Optimization and Power Allocation in In-Band Full Duplex-Enabled Non-Orthogonal Multiple Access Networks (2017) (60)
Regret Based Learning for UAV Assisted LTE-U/WiFi Public Safety Networks (2016) (59)
Dynamic uplink-downlink optimization in TDD-based small cell networks (2014) (58)
Matching theory for priority-based cell association in the downlink of wireless small cell networks (2014) (57)
Dynamic Clustering and on/off Strategies for Wireless Small Cell Networks (2015) (57)
Towards low-latency and ultra-reliable vehicle-to-vehicle communication (2017) (57)
Coordination Mechanisms for Self-Organizing Femtocells in Two-Tier Coexistence Scenarios (2012) (56)
Design and Deployment of Small Cell Networks (2015) (56)
GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning (2019) (56)
Decentralized Cross-Tier Interference Mitigation in Cognitive Femtocell Networks (2011) (55)
Distributed Learning Strategies for Interference Mitigation in Femtocell Networks (2011) (54)
Optimized Age of Information Tail for Ultra-Reliable Low-Latency Communications in Vehicular Networks (2019) (53)
Ultra-Reliable and Low-Latency Vehicular Transmission: An Extreme Value Theory Approach (2018) (53)
Cellular-Connected Wireless Virtual Reality: Requirements, Challenges, and Solutions (2020) (52)
Predictive Deployment of UAV Base Stations in Wireless Networks: Machine Learning Meets Contract Theory (2018) (51)
Match to cache: Joint user association and backhaul allocation in cache-aware small cell networks (2015) (50)
Opportunities of Federated Learning in Connected, Cooperative, and Automated Industrial Systems (2021) (50)
Intelligent Edge: Leveraging Deep Imitation Learning for Mobile Edge Computation Offloading (2020) (50)
Federated Knowledge Distillation (2020) (49)
Inter-Operator Resource Management for Millimeter Wave Multi-Hop Backhaul Networks (2017) (48)
Learning based mechanisms for interference mitigation in self-organized femtocell networks (2010) (48)
Risk-Based Optimization of Virtual Reality over Terahertz Reconfigurable Intelligent Surfaces (2020) (47)
In-network caching and content placement in cooperative small cell networks (2014) (47)
Interference avoidance via resource scheduling in TDD underlay femtocells (2010) (47)
Inter-Cluster Cooperation for Wireless D2D Caching Networks (2018) (47)
Matching theory for backhaul management in small cell networks with mmWave capabilities (2015) (46)
Massive Autonomous UAV Path Planning: A Neural Network Based Mean-Field Game Theoretic Approach (2019) (46)
Communication-Efficient Massive UAV Online Path Control: Federated Learning Meets Mean-Field Game Theory (2020) (46)
Wireless Resource Scheduling in Virtualized Radio Access Networks Using Stochastic Learning (2018) (45)
Joint Path Selection and Rate Allocation Framework for 5G Self-Backhauled mm-wave Networks (2018) (44)
Ultra-Reliable Low-Latency Vehicular Networks: Taming the Age of Information Tail (2018) (44)
Dynamic Coalition Formation for Network MIMO in Small Cell Networks (2013) (44)
Cooperative Interference Alignment in Femtocell Networks (2011) (44)
URLLC-eMBB Slicing to Support VR Multimodal Perceptions over Wireless Cellular Systems (2018) (43)
Wireless Communications and Networking for Unmanned Aerial Vehicles (2020) (43)
Multi-Operator Spectrum Sharing for Small Cell Networks: A Matching Game Perspective (2016) (42)
Statistical Analysis of Self-Organizing Networks With Biased Cell Association and Interference Avoidance (2013) (41)
Vehicle clustering for improving enhanced LTE-V2X network performance (2017) (41)
Learning coarse correlated equilibria in two-tier wireless networks (2012) (41)
Deep Reinforcement Learning for Energy-Efficient Networking with Reconfigurable Intelligent Surfaces (2020) (41)
On the impact of heterogeneous backhauls on coordinated multipoint transmission in femtocell networks (2012) (40)
Mobility management in HetNets: a learning-based perspective (2015) (40)
Proactive Caching in 5G Small Cell Networks (2016) (40)
Enhancing software-defined RAN with collaborative caching and scalable video coding (2016) (40)
XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning (2020) (40)
On spectrum sharing with underlaid femtocell networks (2010) (38)
Federated Learning under Channel Uncertainty: Joint Client Scheduling and Resource Allocation (2020) (38)
Co-Primary Multi-Operator Resource Sharing for Small Cell Networks (2015) (37)
Inter-Operator Spectrum Sharing from a Game Theoretical Perspective (2009) (36)
User-Centric Mobility Management in Ultra-Dense Cellular Networks under Spatio-Temporal Dynamics (2016) (36)
Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning (2020) (35)
Adaptive CSI and feedback estimation in LTE and beyond: a Gaussian process regression approach (2015) (35)
Performance analysis of full duplex and selective and incremental half duplex relaying schemes (2012) (35)
Dynamic Clustering and User Association in Wireless Small-Cell Networks With Social Considerations (2016) (35)
Leveraging Big Data Analytics for Cache-Enabled Wireless Networks (2015) (34)
Anticipatory Caching in Small Cell Networks: A Transfer Learning Approach (2014) (34)
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning (2019) (34)
Semantics-Native Communication with Contextual Reasoning (2021) (34)
Multi-armed bandit for LTE-U and WiFi coexistence in unlicensed bands (2016) (33)
Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup (2020) (33)
Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction (2020) (33)
Interference management in self-organized femtocell networks: The BeFEMTO approach (2011) (32)
Online Ski Rental for ON/OFF Scheduling of Energy Harvesting Base Stations (2016) (32)
Joint Optimization for Optimal Power Allocation in OFDMA Femtocell Networks (2016) (32)
Proactive edge computing in fog networks with latency and reliability guarantees (2018) (31)
On the delay of geographical caching methods in two-tiered heterogeneous networks (2016) (31)
Reinforcement Learning Based Scheduling Algorithm for Optimizing Age of Information in Ultra Reliable Low Latency Networks (2018) (31)
Spectrum sharing games on the interference channel (2009) (31)
Inter Base Station Resource Sharing and Improving the Overall Efficiency of B3G Systems (2007) (30)
Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach (2018) (30)
Context-aware mobility management in HetNets: A reinforcement learning approach (2015) (30)
Wireless Communications and Control for Swarms of Cellular-Connected UAVs (2018) (30)
Dynamic Resource Allocation for Optimized Latency and Reliability in Vehicular Networks (2018) (30)
On the Application of Network Slicing for 5G-V2X (2018) (29)
Energy-Efficient Power Allocation in OFDMA D2D Communication by Multiobjective Optimization (2016) (29)
System Level Performance Evaluation of LTE-V2X Network (2016) (28)
Interference management for self-organized femtocells towards green networks (2010) (27)
Ultra-Reliable Communication in 5G mmWave Networks: A Risk-Sensitive Approach (2018) (27)
Phase Configuration Learning in Wireless Networks with Multiple Reconfigurable Intelligent Surfaces (2020) (26)
A Novel Caching Policy with Content Popularity Prediction and User Preference Learning in Fog-RAN (2017) (26)
Distilling On-Device Intelligence at the Network Edge (2019) (26)
Ultra-dense edge caching under spatio-temporal demand and network dynamics (2017) (26)
Direct Communication Between Terminals in Infrastructure Based Networks (2008) (25)
Ultra-Reliable and Low Latency Communication: Tail, Risk and Scale (2018) (25)
Path selection and rate allocation in self-backhauled mmWave networks (2018) (25)
Reinforcement Learning-Based Vehicle-Cell Association Algorithm for Highly Mobile Millimeter Wave Communication (2019) (25)
Incentivize to Build: A Crowdsourcing Framework for Federated Learning (2019) (25)
Decentralized Asynchronous Coded Caching Design and Performance Analysis in Fog Radio Access Networks (2019) (24)
Network slicing for vehicular communication (2019) (24)
Joint Parameter-and-Bandwidth Allocation for Improving the Efficiency of Partitioned Edge Learning (2020) (24)
Enhancing Video Streaming in Vehicular Networks via Resource Slicing (2020) (24)
Joint Client Scheduling and Resource Allocation Under Channel Uncertainty in Federated Learning (2021) (24)
Joint admission control & interference avoidance in self-organized femtocells (2010) (23)
Millimeter Wave Communications With an Intelligent Reflector: Performance Optimization and Distributional Reinforcement Learning (2020) (23)
Taming the Tail of Maximal Information Age in Wireless Industrial Networks (2019) (22)
Learning-Based Caching in Cloud-Aided Wireless Networks (2017) (22)
Energy-Efficient Resource Management in Ultra Dense Small Cell Networks: A Mean-Field Approach (2014) (22)
Performance Optimization for UAV-Enabled Wireless Communications under Flight Time Constraints (2017) (22)
Federated Learning on the Road Autonomous Controller Design for Connected and Autonomous Vehicles (2021) (22)
Context-aware scheduling of joint millimeter wave and microwave resources for dual-mode base stations (2016) (22)
A Mean Field Game-Based Distributed Edge Caching in Fog Radio Access Networks (2020) (22)
Distributed Edge Caching via Reinforcement Learning in Fog Radio Access Networks (2019) (22)
Ultra-Reliable and Low-Latency Vehicular Communication: An Active Learning Approach (2019) (21)
Modeling and analysis of handover failure probability in small cell networks (2014) (21)
Joint In-Band Backhauling and Interference Mitigation in 5G Heterogeneous Networks (2016) (21)
Remote UAV Online Path Planning via Neural Network-Based Opportunistic Control (2019) (21)
Delay Analysis for Wireless D2D Caching with Inter-Cluster Cooperation (2017) (21)
Integrating LEO Satellite and UAV Relaying via Reinforcement Learning for Non-Terrestrial Networks (2020) (20)
Online Optimization for UAV-Assisted Distributed Fog Computing in Smart Factories of Industry 4.0 (2018) (20)
Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems (2020) (20)
Inter-Operator Resource Sharing for 3G Systems and Beyond (2006) (20)
A distributed ADMM approach for mobile data offloading in software defined network (2015) (20)
Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication (2021) (20)
CBRS Spectrum Sharing between LTE-U and WiFi: A Multiarmed Bandit Approach (2016) (20)
Collaborative Artificial Intelligence (AI) for User-Cell Association in Ultra-Dense Cellular Systems (2018) (19)
Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks (2018) (19)
Performance Analysis of Blockchain Systems With Wireless Mobile Miners (2019) (18)
Enhanced intercell interference coordination in HetNets: Single vs. multiflow approach (2013) (18)
Downlink Cell Association and Load Balancing for Joint Millimeter Wave-Microwave Cellular Networks (2016) (18)
Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces (2022) (18)
Performance Analysis and Caching Design in Fog Radio Access Networks (2018) (17)
Extreme ultra-reliable and low-latency communication (2022) (17)
Use of learning, game theory and optimization as biomimetic approaches for Self-Organization in macro-femtocell coexistence (2012) (17)
On Minimizing Energy Consumption for D2D Clustered Caching Networks (2018) (17)
Edge caching for coverage and capacity-aided heterogeneous networks (2016) (17)
Risk-Sensitive Task Fetching and Offloading for Vehicular Edge Computing (2019) (17)
Beyond WYSIWYG: Sharing contextual sensing data through mmWave V2V communications (2017) (17)
Multi-leader multi-follower stackelberg game among Wi-Fi, small cell and macrocell networks (2014) (17)
Dynamic clustering and sleep mode strategies for small cell networks (2014) (17)
Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning (2020) (17)
Performance evaluation of adaptive beamforming in 5G-V2X networks (2017) (16)
Resource Awareness In Unmanned Aerial Vehicle-Assisted Mobile-Edge Computing Systems (2019) (16)
Online ski rental for scheduling self-powered, energy harvesting small base stations (2016) (16)
On the dynamic formation of cooperative multipoint transmissions in small cell networks (2012) (16)
End-to-End Intent-Based Networking (2021) (16)
Rethinking offload: How to intelligently combine WiFi and small cells? (2013) (15)
A stochastic association mechanism for macro-to-femtocell handover (2010) (15)
Online optimization for low-latency computational caching in Fog networks (2017) (15)
A self-organizing solution for interference avoidance in TDD underlay femtocells (2010) (15)
Enhanced Co-Primary Spectrum Sharing Method for Multi-Operator Networks (2017) (15)
3D Cellular Network Architecture with Drones for beyond 5G (2018) (15)
Cooperative Edge Caching via Federated Deep Reinforcement Learning in Fog-RANs (2021) (15)
Cooperative Caching in Fog Radio Access Networks: A Graph-based Approach (2019) (15)
Spectrum sharing for future mobile cellular systems (2009) (15)
Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning (2020) (14)
Distributed Edge Caching in Ultra-Dense Fog Radio Access Networks: A Mean Field Approach (2018) (14)
Energy-Efficient Noncooperative Power Control in Small-Cell Networks (2017) (14)
Spatiotemporal Analysis on Broadcast Performance of DSRC with External Interference in 5.9 GHz Band (2019) (14)
Sum Secrecy Rate Maximization for Relay-Aided Multiple-Source Multiple-Destination Networks (2017) (14)
Fronthaul-Aware Software-Defined Wireless Networks: Resource Allocation and User Scheduling (2017) (14)
Improving Macrocell-Small Cell Coexistence Through Adaptive Interference Draining (2012) (14)
Drone-Based Antenna Array for Service Time Minimization in Wireless Networks (2018) (14)
When Wireless Communications Meet Computer Vision in Beyond 5G (2020) (14)
Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks (2021) (14)
Multi-hop Federated Private Data Augmentation with Sample Compression (2019) (14)
Spatio-Temporal Network Dynamics Framework for Energy-Efficient Ultra-Dense Cellular Networks (2016) (14)
Deep Learning Assisted CSI Estimation for Joint URLLC and eMBB Resource Allocation (2020) (13)
Interference Management in Femtocell Networks Using Distributed Opportunistic Cooperation (2011) (13)
Content Popularity Prediction in Fog Radio Access Networks: A Federated Learning Based Approach (2020) (13)
UL/DL decoupled user association in dynamic TDD small cell networks (2015) (13)
A Hierarchical Game Approach to Inter-Operator Spectrum Sharing (2009) (13)
L-FGADMM: Layer-Wise Federated Group ADMM for Communication Efficient Decentralized Deep Learning (2019) (13)
Learning to Entangle Radio Resources in Vehicular Communications: An Oblivious Game-Theoretic Perspective (2018) (13)
Consensus-Before-Talk: Distributed Dynamic Spectrum Access via Distributed Spectrum Ledger Technology (2018) (13)
Performance Analysis of Integrated Sub-6 GHz-Millimeter Wave Wireless Local Area Networks (2017) (13)
Slimmable Quantum Federated Learning (2022) (12)
Non-cooperative operators in a game-theoretic framework (2008) (12)
5G Green Communications: C-RAN Provisioning of CoMP and Femtocells for Power Management (2015) (12)
LocFedMix-SL: Localize, Federate, and Mix for Improved Scalability, Convergence, and Latency in Split Learning (2022) (12)
Joint admission control and content caching policy for energy harvesting access points (2016) (12)
Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks (2021) (12)
Distributional Reinforcement Learning for mmWave Communications with Intelligent Reflectors on a UAV (2020) (12)
Integrated Communications and Control Co-Design for Wireless Vehicular Platoon Systems (2018) (12)
Backhaul-aware self-organizing operator-shared small cell networks (2013) (12)
Joint User Association and Resource Allocation for Wireless Hierarchical Federated Learning with IID and Non-IID Data (2022) (12)
Proactive user association in wireless small cell networks via collaborative filtering (2013) (11)
Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation (2021) (11)
Life-long Learning for Reasoning-based Semantic Communication (2022) (11)
Beamwidth Optimization in Millimeter Wave Small Cell Networks with Relay Nodes: A Swarm Intelligence Approach (2016) (11)
Multikernel Clustering via Non-Negative Matrix Factorization Tailored Graph Tensor Over Distributed Networks (2020) (11)
Wireless communications, networking, and positioning with unmanned aerial vehicles [Guest Editorial] (2016) (11)
One Pixel Image and RF Signal Based Split Learning for mmWave Received Power Prediction (2019) (11)
Joint Cache Allocation With Incentive and User Association in Cloud Radio Access Networks Using Hierarchical Game (2019) (10)
On interference analysis of self-organized femtocells in indoor deployment (2010) (10)
A Joint Decentralized Federated Learning and Communications Framework for Industrial Networks (2020) (10)
Delay-sensitive resource allocation for relay-aided M2M communication over LTE-advanced networks (2017) (10)
Fronthaul-Aware Software-Defined Joint Resource Allocation and User Scheduling for 5G Networks (2016) (10)
Predictive Control and Communication Co-Design via Two-Way Gaussian Process Regression and AoI-Aware Scheduling (2021) (10)
Securing the backhaul for mobile and multi-homed femtocells (2011) (10)
HSDRAN: Hierarchical Software-Defined Radio Access Network for Distributed Optimization (2018) (10)
Communication Efficient Distributed Learning with Censored, Quantized, and Generalized Group ADMM (2020) (10)
Power Control via Stackelberg Game for Small-Cell Networks (2018) (10)
Robust Blockchained Federated Learning with Model Validation and Proof-of-Stake Inspired Consensus (2021) (10)
Predictive Ultra-Reliable Communication: A Survival Analysis Perspective (2020) (10)
Communication and Consensus Co-Design for Distributed, Low-Latency, and Reliable Wireless Systems (2019) (10)
Inter-Network Resource Sharing and Improving the Efficiency of Beyond 3G Systems (2007) (9)
Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning (2021) (9)
Optimizing Joint Probabilistic Caching and Communication for Clustered D2D Networks. (2018) (9)
Quantum Game Theory for Beam Alignment in Millimeter Wave Device-to-Device Communications (2016) (9)
Predictive Control and Communication Co-Design: A Gaussian Process Regression Approach (2020) (9)
Age of Information-Aware Resource Management in UAV-Assisted Mobile-Edge Computing Systems (2020) (9)
THz-Empowered UAVs in 6G: Opportunities, Challenges, and Trade-offs (2022) (9)
Contract-Based Cache Partitioning and Pricing Mechanism in Wireless Network Slicing (2017) (9)
Joint Sensing and Communication for Situational Awareness in Wireless THz Systems (2021) (9)
Integrated Millimeter Wave and Sub-6 GHz Wireless Networks: A Roadmap for Ultra-Reliable Low-Latency Communications (2018) (8)
Efficient Resource Allocation and Paving the Way Towards Highly Efficient IMT-Advanced Systems (2008) (8)
Optimized Deployment of Millimeter Wave Networks for In-Venue Regions With Stochastic Users’ Orientation (2019) (8)
Resource Optimization and Power Allocation in Full Duplex Non-Orthogonal Multiple Access (FD-NOMA) Networks (2017) (8)
Terahertz-Band Integrated Sensing and Communications: Challenges and Opportunities (2022) (8)
Coordination Mechanisms for Stand-Alone Femtocells in Self-Organizing Deployments (2011) (8)
On the interplay between scheduling interval and beamwidth selection for low-latency and reliable V2V mmWave communications (2017) (8)
Cooperative Edge Caching in Fog Radio Access Networks: A Pigeon Inspired Optimization Approach (2019) (8)
An Energy and Carbon Footprint Analysis of Distributed and Federated Learning (2022) (8)
Federated Reinforcement Distillation with Proxy Experience Memory (2019) (8)
Exploring social networks for optimized user association in wireless small cell networks with device-to-device communications (2014) (8)
Coordinated beam selection in LTE-Advanced HetNets: A reinforcement learning approach (2012) (8)
Enhanced performance of heterogeneous networks through full-duplex relaying (2012) (8)
Gibbs Sampling based Spectrum Sharing for Multi-Operator Small Cell Networks (2015) (7)
Age-Optimal Power Allocation in Industrial IoT: A Risk-Sensitive Federated Learning Approach (2020) (7)
Adapting Downlink Power in Fronthaul-Constrained Hierarchical Software-Defined RANs (2017) (7)
Enabling relaying over heterogeneous backhauls in the uplink of femtocell networks (2012) (7)
Performance of MIMO Schemes with Channel Estimation Errors (2007) (7)
Optimized Caching and Spectrum Partitioning for D2D Enabled Cellular Systems With Clustered Devices (2020) (7)
Heterogeneous Ultra Dense Networks: Part 2 (2018) (7)
Hiding in the Crowd: Federated Data Augmentation for On-Device Learning (2020) (7)
Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs (2021) (6)
Communication Efficient Framework for Decentralized Machine Learning (2020) (6)
Sum Rate and Reliability Analysis for Power-Domain Nonorthogonal Multiple Access (PD-NOMA) (2021) (6)
Joint Communication and Control System Design for Connected and Autonomous Vehicle Navigation (2019) (6)
Guest Editorial: Communication Technologies for Efficient Edge Learning (2020) (6)
A Proximal Jacobian ADMM Approach for Fast Massive MIMO Signal Detection in Low-Latency Communications (2019) (6)
Green Fog Offloading Strategy for Heterogeneous Wireless Edge Networks (2018) (6)
Mobility Management for Heterogeneous Networks: Leveraging Millimeter Wave for Seamless Handover (2017) (6)
Online Channel Allocation for Full-Duplex Device-to-Device Communications (2016) (6)
Multi-operator spectrum sharing using matching game in small cells network (2016) (6)
Risk-Aware Optimization of Age of Information in the Internet of Things (2020) (6)
Game Theory and Femtocell Communications: Making Network Deployment Feasible (2012) (6)
Distributed Heteromodal Split Learning for Vision Aided mmWave Received Power Prediction (2020) (6)
Radio Resource Management Techniques for 5G Verticals (2020) (5)
Fast MIMO Beamforming via Deep Reinforcement Learning for High Mobility mmWave Connectivity (2022) (5)
AirMixML: Over-the-Air Data Mixup for Inherently Privacy-Preserving Edge Machine Learning (2021) (5)
Communication Efficient Decentralized Learning Over Bipartite Graphs (2021) (5)
Special issue on big data networking-challenges and applications (2015) (5)
Adaptive Subcarrier, Parameter, and Power Allocation for Partitioned Edge Learning Over Broadband Channels (2020) (5)
Foresighted resource scheduling in software-defined radio access networks (2015) (5)
Power Consumption Modeling for CoMP Overlaid Neighborhood Femtocell Networks (2014) (5)
Heterogeneous Ultra-Dense Networks: Part 1 (2017) (5)
Ultra-Reliable Millimeter-Wave Communications Using an Artificial Intelligence-Powered Reflector (2019) (5)
Advanced Spectrum Functionalities for Future Radio Networks (2009) (4)
A framework for energy and carbon footprint analysis of distributed and federated edge learning (2021) (4)
Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels (2021) (4)
INFSO-ICT-248523 BeFEMTO D3.2 Promising Interference and Radio Management Techniques for Indoor Standalone Femtocells (2012) (4)
WINNER Spectrum Sharing with Fixed Satellite Services (2009) (4)
On Interference Management Techniques in LTE Heterogeneous Networks (2012) (4)
Integrating LEO Satellites and Multi-UAV Reinforcement Learning for Hybrid FSO/RF Non-Terrestrial Networks (2020) (4)
Communication-Efficient and Personalized Federated Lottery Ticket Learning (2021) (4)
Split Learning Meets Koopman Theory for Wireless Remote Monitoring and Prediction (2021) (4)
Learning-Based Small Cell Traffic Balancing Over Licensed and Unlicensed Bands (2017) (4)
FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning (2022) (4)
Learning Emergent Random Access Protocol for LEO Satellite Networks (2021) (4)
1 A Deep Reinforcement Learning Framework to Combat Dynamic Blockage in mmWave V2X Networks (2020) (4)
Cross Layer Optimization and Distributed Reinforcement Learning Approach for Tile-Based 360 Degree Wireless Video Streaming (2020) (4)
Goal-Oriented Communications for the IoT and Application to Data Compression (2022) (4)
System Level Performance Evaluation of LTE-V 2 X Network (2016) (4)
A Framework for the Assessment of the Global Potential of Joint Implementation (1995) (4)
Federated Learning Based Content Popularity Prediction in Fog Radio Access Networks (2021) (4)
Data-Driven Predictive Scheduling in Ultra-Reliable Low-Latency Industrial IoT: A Generative Adversarial Network Approach (2020) (4)
Deep Contextual Bandits for Orchestrating Multi-User MISO Systems with Multiple RISs (2022) (4)
An Online Framework for Ephemeral Edge Computing in the Internet of Things (2020) (4)
Towards Semantic Communication Protocols: A Probabilistic Logic Perspective (2022) (4)
User Preference Learning Based Edge Caching for Fog-RAN (2018) (3)
Hierachical power allocation games (2009) (3)
Mobile XR over 5G: A way forward with mmWaves and Edge (2019) (3)
Cooperative perception in Vehicular Networks using Multi-Agent Reinforcement Learning (2020) (3)
Decentralized Asynchronous Coded Caching in Fog-RAN (2018) (3)
Proactive Caching in 5 G Small Cell Networks (2015) (3)
1 Federated Knowledge Distillation (2020) (3)
Decentralized Deep Reinforcement Learning for Delay-Power Tradeoff in Vehicular Communications (2019) (3)
Performance Analysis of Aircraft-to-Ground Communication Networks in Urban Air Mobility (UAM) (2021) (3)
Communication and Consensus Co-Design for Low-Latency and Reliable Industrial IoT Systems (2019) (3)
Attention-Based Communication and Control for Multi-UAV Path Planning (2021) (3)
Outage Probability and Capacity for Two-Tier Femtocell Networks by Approximating Ratio of Rayleigh and Log Normal Random Variables (2013) (3)
Energy Efficiency Through Joint Routing and Function Placement in Different Modes of SDN/NFV Networks (2020) (3)
On the fly self-organized base station placement (2012) (3)
Time-Triggered Federated Learning Over Wireless Networks (2022) (3)
Ultra-Reliable Indoor Millimeter Wave Communications Using Multiple Artificial Intelligence-Powered Intelligent Surfaces (2021) (3)
BayGo: Joint Bayesian Learning and Information-Aware Graph Optimization (2020) (3)
Enabling macrocell-femtocell coexistence through interference draining (2012) (3)
D2D Mobile Relaying for Efficient Throughput-Reliability Delivering in 5G (2020) (3)
Federated Learning and Control at the Wireless Network Edge (2021) (3)
Communication-Efficient Federated Learning: A Second Order Newton-Type Method With Analog Over-the-Air Aggregation (2022) (3)
Learning Generalized Wireless MAC Communication Protocols via Abstraction (2022) (3)
An Oblivious Game-Theoretic Approach for Wireless Scheduling in V2V Communications (2017) (2)
Game-Theoretic Approaches in Heterogeneous Networks (2015) (2)
Federated Learning for Collaborative Controller Design of Connected and Autonomous Vehicles (2021) (2)
Differentially Private CutMix for Split Learning with Vision Transformer (2022) (2)
3 D Cellular Network Architecture with Drones for Beyond 5 G (2018) (2)
UAV-Assisted Communication in Remote Disaster Areas Using Imitation Learning (2021) (2)
RF-Inpainter: Multimodal Image Inpainting Based on Vision and Radio Signals (2022) (2)
Visual Transformer Meets CutMix for Improved Accuracy, Communication Efficiency, and Data Privacy in Split Learning (2022) (2)
Hierarchy in power allocation games (2010) (2)
Online Ski Rental for ON/OFF Scheduling of Energy Harvesting, Millimeter Wave Base Stations (2016) (2)
Content Popularity Prediction in Fog-RANs: A Bayesian Learning Approach (2021) (2)
V2V Cooperative Sensing using Reinforcement Learning with Action Branching (2021) (2)
Cell-Free mmWave Massive MIMO Systems With Low-Capacity Fronthaul Links and Low-Resolution ADC/DACs (2022) (2)
CELTIC CP5-026 WINNER+, D1.9 Final Innovation Report (2010) (2)
Gaussian Process Regression for CSI and feedback estimation in LTE (2015) (2)
Performance evaluation of advanced spectrum functionalities for future radio networks (2009) (2)
Joint Redundant MDS Codes and Cluster Cooperation Based Coded Caching in Fog Radio Access Networks (2020) (2)
Cooperative Edge Caching via Multi Agent Reinforcement Learning in Fog Radio Access Networks (2022) (2)
Opportunistic power allocation for point-to-point communication in self-organized networks (2008) (2)
Edge Caching Resource Allocation in Fog Radio Access Networks: An Incentive Mechanism Based Approach (2019) (2)
Energy Efficient Non-Cooperative Power Control in Small Cell Networks (2017) (2)
Network Formation Game for Multi-Hop Wearable Communications over Millimeter Wave Frequencies (2017) (2)
Computation Offloading and Resource Allocation in F-RANs: A Federated Deep Reinforcement Learning Approach (2022) (2)
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning (2021) (2)
A Quitting Game Framework for Self-Organized D2D Mobile Relaying in 5G (2018) (1)
Robust Reconfigurable Intelligent Surfaces via Invariant Risk and Causal Representations (2021) (1)
Joint MDS Codes and Weighted Graph Based Coded Caching in Fog Radio Access Networks (2022) (1)
Enabling the Wireless Metaverse via Semantic Multiverse Communication (2022) (1)
Random Access Protocol Learning in LEO Satellite Networks via Reinforcement Learning (2022) (1)
Performance Analysis of ML-based MTC Traffic Pattern Predictors (2023) (1)
Accelerating Partitioned Edge Learning via Joint Parameter-and-Bandwidth Allocation (2020) (1)
Making Sense of Meaning: A Survey on Metrics for Semantic and Goal-Oriented Communication (2023) (1)
A Graph Neural Network Learning Approach to Optimize RIS-Assisted Federated Learning (2023) (1)
Bayesian Channel Estimation for Intelligent Reflecting Surface-Aided mmWave Massive MIMO Systems With Semi-Passive Elements (2022) (1)
Resource virtualization with edge caching and latency constraint for local B5G operator (2019) (1)
Performance Evaluation of Adaptive Beamforming in 5 GV 2 X Networks (2017) (1)
A Federated Reinforcement Learning Method with Quantization for Cooperative Edge Caching in Fog Radio Access Networks (2022) (1)
Performance Limits of a Deep Learning-Enabled Text Semantic Communication under Interference (2023) (1)
Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part I (2021) (1)
Variational Autoencoders for Reliability Optimization in Multi-Access Edge Computing Networks (2022) (1)
Semantic-Native Communication: A Simplicial Complex Perspective (2022) (1)
Federated and Meta learning over Non-Wireless and Wireless Networks: A Tutorial (2022) (1)
Federated Learning with Correlated Data: Taming the Tail for Age-Optimal Industrial IoT (2021) (1)
Link Activation Using Variational Graph Autoencoders (2021) (1)
Social-aware Cooperative Caching in Fog Radio Access Networks (2022) (1)
Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding (2021) (1)
DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs (2022) (1)
Coordinated TDD-Underlay for Self-organizing Femtocells in Two-Tier Coexistence Scenarios (2013) (1)
CELTIC CP5-026 WINNER+, D2.1 Preliminary WINNER+ System Concept (2009) (1)
SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks (2022) (1)
Guest Editorial: Recent Advances in Heterogeneous Cellular Networks, Part I (2015) (1)
Local Stochastic ADMM for Communication-Efficient Distributed Learning (2022) (1)
Wireless Communications and Networking with Unmanned Aerial Vehicles: An Introduction (2020) (1)
Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent (2021) (1)
UAV Applications and Use Cases (2020) (1)
Resource Allocation for Time-triggered Federated Learning over Wireless Networks (2022) (1)
Cache-enabled small cell networks: modeling and tradeoffs (2015) (1)
Age of Semantics in Cooperative Communications: To Expedite Simulation Towards Real via Offline Reinforcement Learning (2022) (1)
Performance Analysis and Optimization for UAV-Enabled Wireless Communications under Flight Time Constraints (2017) (1)
Coordinated TDD-Underlay for Self-organizing Femtocells in Two-Tier Coexistence Scenarios (2013) (1)
Federated Distributionally Robust Optimization for Phase Configuration of RISs (2021) (1)
Maximum Allowable Transfer Interval Aware Scheduling for Wireless Remote Monitoring (2020) (1)
Full-Duplex Non-Orthogonal Multiple Access Networks (2018) (1)
Predictive Closed-Loop Remote Control Over Wireless Two-Way Split Koopman Autoencoder (2022) (1)
Guest Editorial Game Theory for Networks, Part I (2017) (1)
System level analysis of multi-operator small cell network at 10 GHz (2017) (1)
Full duplex communications [Guest Editorial] (2015) (1)
ADAPTIVE FUZZY CONTROL FOR RENDEZVOUS AND DOCKING BY REINFORCEMENT LEARNING (2001) (1)
Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration (2022) (0)
Coded Caching via Federated Deep Reinforcement Learning in Fog Radio Access Networks (2022) (0)
Deployment of UAVs for Wireless Communications (2020) (0)
Path Selection and Rate Allocation for Ultra-Reliable and Low Latency 5G mmWave Networks (2018) (0)
Mobility management in HetNets: a learning-based perspective (2015) (0)
I T ] 4 S ep 2 01 7 Performance Analysis of Integrated Sub-6 GHz-Millimeter Wave Wireless Local Area Networks (2017) (0)
Internet of Things for Hydrology: Potential and Challenges (2023) (0)
Intelligent Analog Beam Selection and Beamspace Channel Tracking in THz Massive MIMO with Lens Antenna Array (2023) (0)
Mean-Field Game-Theoretic Edge Caching (2021) (0)
Optimized Data Sampling and Energy Consumption in IIoT: A Federated Learning Approach (2022) (0)
Model Compression via Pattern Shared Sparsification in Analog Federated Learning Under Communication Constraints (2023) (0)
Xavier-Enabled Extreme Reservoir Machine for Millimeter-Wave Beamspace Channel Tracking (2022) (0)
Dynamic Radio Frame Configuration by Exploiting Uplink Control Channel for URLLC (2019) (0)
Enabling Relaying Over Heterogeneous Backhauls in the Uplink of Wireless Femtocell Networks (2016) (0)
Link-Level Throughput Maximization Using Deep Reinforcement Learning (2020) (0)
On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning (2022) (0)
Small Cell Networks: Decentralized reinforcement learning techniques for interference management in heterogeneous networks (2013) (0)
Optimal Transport Theory for Effective UAV-Based Wireless Communications under Flight Time Constraints (2017) (0)
On Learning Intrinsic Rewards for Faster Multi-Agent Reinforcement Learning based MAC Protocol Design in 6G Wireless Networks (2023) (0)
Security-aware Cooperative Caching via Deep Reinforcement Learning in Fog Radio Access Networks (2022) (0)
Performance Analysis and Tradeoffs (2020) (0)
MetaBayes: A Meta-Learning Framework from a Bayesian Perspective (2021) (0)
Secrecy Preserving in Stochastic Resource Orchestration for Multi-Tenancy Network Slicing (2019) (0)
Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding (2022) (0)
Security of UAV Networks (2020) (0)
Cooperative Communications in UAV Networks (2020) (0)
IEEE TCCN Special Section Editorial: Convergence of Collaborative Distributed Machine Learning and Edge Computing Toward Intelligent Networking (2021) (0)
J ul 2 01 7 Towards Low-Latency and Ultra-Reliable Vehicle-to-Vehicle Communication (2018) (0)
Scanning the Issue (2018) (0)
Wireless-Aware Path Planning for UAV Networks (2020) (0)
ICC 2020 Symposium Chairs (2020) (0)
Online Learning for Industrial IoT: The Online Convex Optimization Perspective (2022) (0)
4. Spectrum Sharing (2011) (0)
Joint User Association and Resource Allocation for Wireless Hierarchical Federated Learning with Non-IID Data (2022) (0)
Enhanced performance of heterogeneous networks through full-duplex relaying (2012) (0)
Efficient Resource Allocation and Relaying Paradigms for IMT-Advanced Systems (2007) (0)
Learning How to Configure LoRa Networks With No Regret: A Distributed Approach (2023) (0)
Han Matching Theory for Future Wireless Networks : Fundamentals and Applications (2015) (0)
Guest Editorial Recent Advances in Heterogeneous Cellular Networks, Part II (2015) (0)
On the integration of resource sharing and relaying paradigms to improve the efficiency of B3G systems (2007) (0)
Spatial and temporal variability of weather data for modeling urban hydrology. (2022) (0)
Massive UAV-to-Ground Communications: A Mean Field Approach (2018) (0)
ICT-MobileSummit 2008 (2008) (0)
Dynamic Task Offloading and Resource Allocation for Ultra-Reliable and Low-Latency Mobile Edge Computing (2018) (0)
The Benefits of Caching and Computing for Wireless Virtual Reality (2017) (0)
Sharing and Flexible Spectrum Use Capabilities (2009) (0)
Aerial Channel Modeling and Waveform Design (2020) (0)
N I ] 2 O ct 2 01 7 Latency and Reliability-Aware Task Offloading and Resource Allocation for Mobile Edge Computing (2017) (0)
Communication-Efficient and Federated Multi-Agent Reinforcement Learning (2022) (0)
Dependence Control for Reliability Optimization in Vehicular Networks (2019) (0)
Adaptive CSI and feedback estimation in LTE and beyond: a Gaussian process regression approach (2015) (0)
IntellIoT: Intelligent IoT Environments (2022) (0)
Wireless-Enabled Asynchronous Federated Fourier Neural Network for Turbulence Prediction in Urban Air Mobility (UAM) (2021) (0)
MDS Codes Based Group Coded Caching in Fog Radio Access Networks (2022) (0)
Communication and Energy Efficient Decentralized Learning over D2D Networks (2023) (0)
Content Popularity Prediction in Fog-RANs: A Clustered Federated Learning Based Approach (2022) (0)
From LTE to 5G NR-Enabled UAV Networks (2020) (0)
Computation and Privacy Protection for Satellite-Ground Digital Twin Networks (2023) (0)
Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part II (2022) (0)
Time- and frequency-domain e-ICIC with single- and multi-flow carrier aggregation in HetNets (2015) (0)

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What Schools Are Affiliated With Mehdi Bennis?

Mehdi Bennis is affiliated with the following schools:

University of Oulu