Mehdi Bennis
Orcid: 0000-0003-0261-0171Affiliations:
- University of Oulu, Centre for Wireless Communications (CWC), Oulu, Finland (PhD)
According to our database1,
Mehdi Bennis
authored at least 490 papers
between 2007 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2021, "for contributions to resource optimization in heterogeneous and low-latency wireless networks".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on oulu.fi
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on twitter.com
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on orcid.org
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on id.loc.gov
On csauthors.net:
Bibliography
2024
Reasoning Over the Air: A Reasoning- Based Implicit Semantic-Aware Communication Framework.
IEEE Trans. Wirel. Commun., April, 2024
Semantic and Logical Communication-Control Codesign for Correlated Dynamical Systems.
IEEE Internet Things J., April, 2024
Latency-Aware Radio Resource Optimization in Learning-Based Cloud-Aided Small Cell Wireless Networks.
IEEE Trans. Green Commun. Netw., March, 2024
Bayesian Inverse Contextual Reasoning for Heterogeneous Semantics- Native Communication.
IEEE Trans. Commun., 2024
Guest Editorial: Special Issue on Resource-Efficient Collaborative Deep Learning Over B5G/6G Networks.
IEEE Open J. Commun. Soc., 2024
CoRR, 2024
Meta Reinforcement Learning for Resource Allocation in Aerial Active-RIS-assisted Networks with Rate-Splitting Multiple Access.
CoRR, 2024
GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoning.
CoRR, 2024
CoRR, 2024
Knowledge Distillation from Language-Oriented to Emergent Communication for Multi-Agent Remote Control.
CoRR, 2024
CoRR, 2024
IEEE Commun. Surv. Tutorials, 2024
2023
IEEE Trans. Wirel. Commun., December, 2023
Bayesian Channel Estimation for Intelligent Reflecting Surface-Aided mmWave Massive MIMO Systems With Semi-Passive Elements.
IEEE Trans. Wirel. Commun., December, 2023
IEEE/ACM Trans. Netw., December, 2023
Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks.
IEEE Internet Things Mag., December, 2023
IEEE Netw. Lett., December, 2023
Wireless-Enabled Asynchronous Federated Fourier Neural Network for Turbulence Prediction in Urban Air Mobility (UAM).
IEEE Trans. Wirel. Commun., November, 2023
IEEE Wirel. Commun., October, 2023
A Graph Neural Network Learning Approach to Optimize RIS-Assisted Federated Learning.
IEEE Trans. Wirel. Commun., September, 2023
IEEE J. Sel. Areas Commun., August, 2023
IEEE Wirel. Commun. Lett., July, 2023
Intelligent Analog Beam Selection and Beamspace Channel Tracking in THz Massive MIMO With Lens Antenna Array.
IEEE Trans. Cogn. Commun. Netw., June, 2023
IEEE Trans. Cogn. Commun. Netw., June, 2023
IEEE Trans. Ind. Informatics, April, 2023
IEEE Trans. Wirel. Commun., March, 2023
Integrating LEO Satellites and Multi-UAV Reinforcement Learning for Hybrid FSO/RF Non-Terrestrial Networks.
IEEE Trans. Veh. Technol., March, 2023
IEEE Trans. Green Commun. Netw., March, 2023
Model Compression via Pattern Shared Sparsification in Analog Federated Learning Under Communication Constraints.
IEEE Trans. Green Commun. Netw., March, 2023
IEEE Trans. Wirel. Commun., 2023
Balancing Energy Efficiency and Distributional Robustness in Over-the-Air Federated Learning.
CoRR, 2023
CoRR, 2023
Towards Semantic Communication Protocols for 6G: From Protocol Learning to Language-Oriented Approaches.
CoRR, 2023
Semantics Alignment via Split Learning for Resilient Multi-User Semantic Communication.
CoRR, 2023
Deep Reinforcement Learning Algorithms for Hybrid V2X Communication: A Benchmarking Study.
CoRR, 2023
Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation.
CoRR, 2023
Tutorial-Cum-Survey on Semantic and Goal- Oriented Communication: Research Landscape, Challenges, and Future Directions.
CoRR, 2023
Wireless Multi-Agent Generative AI: From Connected Intelligence to Collective Intelligence.
CoRR, 2023
CoRR, 2023
Performance Limits of a Deep Learning-Enabled Text Semantic Communication under Interference.
CoRR, 2023
IEEE Access, 2023
Making Sense of Meaning: A Survey on Metrics for Semantic and Goal-Oriented Communication.
IEEE Access, 2023
Proceedings of the 18th Wireless On-Demand Network Systems and Services Conference, 2023
Communication-Efficient Second-Order Newton-Type Approach for Decentralized Learning.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023
Semantic Communication Protocol: Demystifying Deep Neural Networks via Probabilistic Logic.
Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023
Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023
Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023
Emergent Communication in Multi-Agent Reinforcement Learning for Flying Base Stations.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023
On Learning Intrinsic Rewards for Faster Multi-Agent Reinforcement Learning based MAC Protocol Design in 6G Wireless Networks.
Proceedings of the IEEE International Conference on Communications, 2023
Proceedings of the IEEE International Conference on Communications, 2023
Meta Reinforcement Learning-Based Computation Offloading in RIS-Aided MEC-Enabled Cell-Free RAN.
Proceedings of the IEEE International Conference on Communications, 2023
Proceedings of the IEEE International Conference on Communications, 2023
Proceedings of the IEEE Global Communications Conference, 2023
Semantic-Aware Remote State Estimation in Digital Twin with Minimizing Age of Incorrect Information.
Proceedings of the IEEE Global Communications Conference, 2023
Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things.
Proceedings of the IEEE Global Communications Conference, 2023
Proceedings of the IEEE Globecom Workshops 2023, 2023
Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations.
Proceedings of the IEEE Global Communications Conference, 2023
Proceedings of the IEEE International Black Sea Conference on Communications and Networking, 2023
2022
IEEE Wirel. Commun. Lett., 2022
IEEE Trans. Wirel. Commun., 2022
Millimeter Wave Communications With an Intelligent Reflector: Performance Optimization and Distributional Reinforcement Learning.
IEEE Trans. Wirel. Commun., 2022
Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks.
IEEE Trans. Wirel. Commun., 2022
Federated Learning on the Road Autonomous Controller Design for Connected and Autonomous Vehicles.
IEEE Trans. Wirel. Commun., 2022
Joint User Association and Resource Allocation for Wireless Hierarchical Federated Learning With IID and Non-IID Data.
IEEE Trans. Wirel. Commun., 2022
IEEE Trans. Wirel. Commun., 2022
IEEE Trans. Wirel. Commun., 2022
IEEE Trans. Wirel. Commun., 2022
Cell-Free mmWave Massive MIMO Systems With Low-Capacity Fronthaul Links and Low-Resolution ADC/DACs.
IEEE Trans. Veh. Technol., 2022
Trans. Mach. Learn. Res., 2022
Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs.
IEEE Trans. Green Commun. Netw., 2022
Communication-Efficient Federated Learning: A Second Order Newton-Type Method With Analog Over-the-Air Aggregation.
IEEE Trans. Green Commun. Netw., 2022
Optimized Data Sampling and Energy Consumption in IIoT: A Federated Learning Approach.
IEEE Trans. Commun., 2022
Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning.
IEEE Trans. Commun., 2022
IEEE Trans. Cogn. Commun. Netw., 2022
Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces.
Proc. IEEE, 2022
Fast MIMO Beamforming via Deep Reinforcement Learning for High Mobility mmWave Connectivity.
IEEE J. Sel. Areas Commun., 2022
Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems.
IEEE J. Sel. Areas Commun., 2022
Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part II.
IEEE J. Sel. Areas Commun., 2022
IEEE Internet Things Mag., 2022
Predictive Closed-Loop Remote Control Over Wireless Two-Way Split Koopman Autoencoder.
IEEE Internet Things J., 2022
IEEE Internet Things J., 2022
Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding.
CoRR, 2022
CoRR, 2022
Age of Semantics in Cooperative Communications: To Expedite Simulation Towards Real via Offline Reinforcement Learning.
CoRR, 2022
CoRR, 2022
Visual Transformer Meets CutMix for Improved Accuracy, Communication Efficiency, and Data Privacy in Split Learning.
CoRR, 2022
Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration.
CoRR, 2022
Seven Defining Features of Terahertz (THz) Wireless Systems: A Fellowship of Communication and Sensing.
IEEE Commun. Surv. Tutorials, 2022
IEEE Commun. Mag., 2022
IEEE Access, 2022
LocFedMix-SL: Localize, Federate, and Mix for Improved Scalability, Convergence, and Latency in Split Learning.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Xavier-Enabled Extreme Reservoir Machine for Millimeter-Wave Beamspace Channel Tracking.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022
Variational Autoencoders for Reliability Optimization in Multi-Access Edge Computing Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022
Random Access Protocol Learning in LEO Satellite Networks via Reinforcement Learning.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022
On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning.
Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022
Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks.
Proceedings of the IEEE INFOCOM 2022, 2022
FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning.
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the IEEE International Conference on Communications, 2022
Computation Offloading and Resource Allocation in F-RANs: A Federated Deep Reinforcement Learning Approach.
Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022
Content Popularity Prediction in Fog-RANs: A Clustered Federated Learning Based Approach.
Proceedings of the IEEE International Conference on Communications, 2022
Proceedings of the IEEE International Conference on Communications, 2022
Deep Contextual Bandits for Orchestrating Multi-User MISO Systems with Multiple RISs.
Proceedings of the IEEE International Conference on Communications, 2022
Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022
Proceedings of the IEEE International Conference on Communications, 2022
Coded Caching via Federated Deep Reinforcement Learning in Fog Radio Access Networks.
Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022
Cooperative Edge Caching via Multi Agent Reinforcement Learning in Fog Radio Access Networks.
Proceedings of the IEEE International Conference on Communications, 2022
Proceedings of the IEEE International Conference on Communications, 2022
Joint User Association and Resource Allocation for Wireless Hierarchical Federated Learning with Non-IID Data.
Proceedings of the IEEE International Conference on Communications, 2022
Proceedings of the IEEE Globecom 2022 Workshops, 2022
Proceedings of the IEEE Global Communications Conference, 2022
Security-aware Cooperative Caching via Deep Reinforcement Learning in Fog Radio Access Networks.
Proceedings of the IEEE Globecom 2022 Workshops, 2022
2021
Predictive Deployment of UAV Base Stations in Wireless Networks: Machine Learning Meets Contract Theory.
IEEE Trans. Wirel. Commun., 2021
Adaptive Subcarrier, Parameter, and Power Allocation for Partitioned Edge Learning Over Broadband Channels.
IEEE Trans. Wirel. Commun., 2021
Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach.
IEEE Trans. Wirel. Commun., 2021
Joint Client Scheduling and Resource Allocation Under Channel Uncertainty in Federated Learning.
IEEE Trans. Commun., 2021
Ultra-Reliable Indoor Millimeter Wave Communications Using Multiple Artificial Intelligence-Powered Intelligent Surfaces.
IEEE Trans. Commun., 2021
Predictive Control and Communication Co-Design via Two-Way Gaussian Process Regression and AoI-Aware Scheduling.
IEEE Trans. Commun., 2021
IEEE Trans. Commun., 2021
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning.
IEEE Trans. Commun., 2021
IEEE TCCN Special Section Editorial: Convergence of Collaborative Distributed Machine Learning and Edge Computing Toward Intelligent Networking.
IEEE Trans. Cogn. Commun. Netw., 2021
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications.
Proc. IEEE, 2021
IEEE Open J. Commun. Soc., 2021
Multikernel Clustering via Non-Negative Matrix Factorization Tailored Graph Tensor Over Distributed Networks.
IEEE J. Sel. Areas Commun., 2021
IEEE J. Sel. Areas Commun., 2021
Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part I.
IEEE J. Sel. Areas Commun., 2021
Communication and Consensus Co-Design for Distributed, Low-Latency, and Reliable Wireless Systems.
IEEE Internet Things J., 2021
Sum Rate and Reliability Analysis for Power-Domain Nonorthogonal Multiple Access (PD-NOMA).
IEEE Internet Things J., 2021
IEEE Commun. Lett., 2021
IEEE Intell. Syst., 2021
Trans. Emerg. Telecommun. Technol., 2021
IEEE Commun. Stand. Mag., 2021
Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning.
CoRR, 2021
Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding.
CoRR, 2021
Robust Blockchained Federated Learning with Model Validation and Proof-of-Stake Inspired Consensus.
CoRR, 2021
Energy efficiency through joint routing and function placement in different modes of SDN/NFV networks.
Comput. Networks, 2021
Opportunities of Federated Learning in Connected, Cooperative, and Automated Industrial Systems.
IEEE Commun. Mag., 2021
Federated Learning with Correlated Data: Taming the Tail for Age-Optimal Industrial IoT.
Proceedings of the 19th International Symposium on Modeling and Optimization in Mobile, 2021
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021
Robust Reconfigurable Intelligent Surfaces via Invariant Risk and Causal Representations.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021
A framework for energy and carbon footprint analysis of distributed and federated edge learning.
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021
Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels.
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021
Age-Optimal Power Allocation in Industrial IoT: A Risk-Sensitive Federated Learning Approach.
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021
Proceedings of the 17th International Symposium on Wireless Communication Systems, 2021
Proceedings of the IEEE International Conference on Communications Workshops, 2021
Proceedings of the ICC 2021, 2021
Proceedings of the ICC 2021, 2021
Performance Analysis of Aircraft-to-Ground Communication Networks in Urban Air Mobility (UAM).
Proceedings of the IEEE Global Communications Conference, 2021
Proceedings of the IEEE Global Communications Conference, 2021
Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation.
Proceedings of the IEEE Global Communications Conference, 2021
AirMixML: Over-the-Air Data Mixup for Inherently Privacy-Preserving Edge Machine Learning.
Proceedings of the IEEE Global Communications Conference, 2021
Proceedings of the IEEE Global Communications Conference, 2021
Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent.
Proceedings of the IEEE Global Communications Conference, 2021
Federated Learning for Collaborative Controller Design of Connected and Autonomous Vehicles.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021
2020
IEEE Wirel. Commun. Lett., 2020
Intelligent Edge: Leveraging Deep Imitation Learning for Mobile Edge Computation Offloading.
IEEE Wirel. Commun., 2020
Joint Parameter-and-Bandwidth Allocation for Improving the Efficiency of Partitioned Edge Learning.
IEEE Trans. Wirel. Commun., 2020
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
IEEE Trans. Veh. Technol., 2020
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
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
GetMobile Mob. Comput. Commun., 2020
A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems.
IEEE Netw., 2020
J. Mach. Learn. Res., 2020
IEEE Netw. Lett., 2020
IEEE Netw. Lett., 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
IEEE Commun. Lett., 2020
IEEE Commun. Lett., 2020
Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning.
IEEE Intell. Syst., 2020
Cross Layer Optimization and Distributed Reinforcement Learning Approach for Tile-Based 360 Degree Wireless Video Streaming.
CoRR, 2020
Communication Efficient Distributed Learning with Censored, Quantized, and Generalized Group ADMM.
CoRR, 2020
Distributed Heteromodal Split Learning for Vision Aided mmWave Received Power Prediction.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction.
CoRR, 2020
Cellular-Connected Wireless Virtual Reality: Requirements, Challenges, and Solutions.
IEEE Commun. Mag., 2020
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
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
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
Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020
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
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
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
Cooperative perception in Vehicular Networks using Multi-Agent Reinforcement Learning.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
1 A Deep Reinforcement Learning Framework to Combat Dynamic Blockage in mmWave V2X Networks.
Proceedings of the 2nd 6G Wireless Summit, 2020
2019
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
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
IEEE Trans. Commun., 2019
IEEE Trans. Commun., 2019
Dynamic Task Offloading and Resource Allocation for Ultra-Reliable Low-Latency Edge Computing.
IEEE Trans. Commun., 2019
IEEE Trans. Commun., 2019
Reinforcement Learning-Based Vehicle-Cell Association Algorithm for Highly Mobile Millimeter Wave Communication.
IEEE Trans. Cogn. Commun. Netw., 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
IET Commun., 2019
IEEE Commun. Lett., 2019
Spatiotemporal Analysis on Broadcast Performance of DSRC with External Interference in 5.9 GHz Band.
CoRR, 2019
Communication and Consensus Co-Design for Low-Latency and Reliable Industrial IoT Systems.
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
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference Workshop, 2019
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
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
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
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
Proc. IEEE, 2018
IEEE Commun. Lett., 2018
Ultra-Reliable and Low-Latency Vehicular Transmission: An Extreme Value Theory Approach.
IEEE Commun. Lett., 2018
EURASIP J. Wirel. Commun. Netw., 2018
Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data.
CoRR, 2018
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
CoRR, 2018
Dynamic Resource Allocation for Optimized Latency and Reliability in Vehicular Networks.
IEEE Access, 2018
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018
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
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
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
Proceedings of the IEEE Global Communications Conference, 2018
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
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
Proceedings of the IEEE Globecom Workshops, 2018
Proceedings of the IEEE Global Communications Conference, 2018
Proceedings of the IEEE Global Communications Conference, 2018
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
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
2017
IEEE Wirel. Commun. Lett., 2017
IEEE Trans. Wirel. Commun., 2017
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
IEEE Trans. Wirel. Commun., 2017
Sum Secrecy Rate Maximization for Relay-Aided Multiple-Source Multiple-Destination Networks.
IEEE Trans. Veh. Technol., 2017
IEEE Trans. Veh. Technol., 2017
Dynamic Clustering and User Association in Wireless Small-Cell Networks With Social Considerations.
IEEE Trans. Veh. Technol., 2017
IEEE Trans. Mob. Comput., 2017
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
IEEE Commun. Lett., 2017
Caching Meets Millimeter Wave Communications for Enhanced Mobility Management in 5G Networks.
CoRR, 2017
Resource Optimization and Power Allocation in In-band Full Duplex (IBFD)-Enabled Non-Orthogonal Multiple Access Networks.
CoRR, 2017
IEEE Commun. Mag., 2017
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
Proceedings of the IEEE International Conference on Communications, 2017
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
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
Proceedings of the 2017 IEEE Global Communications Conference, 2017
Proceedings of the 2017 IEEE Global Communications Conference, 2017
Proceedings of the IEEE Fog World Congress, 2017
Proceedings of the 2017 European Conference on Networks and Communications, 2017
Proceedings of the 2017 European Conference on Networks and Communications, 2017
Proceedings of the 2017 European Conference on Networks and Communications, 2017
Proceedings of the 2017 European Conference on Networks and Communications, 2017
Proceedings of the 2017 European Conference on Networks and Communications, 2017
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
IEEE Trans. Wirel. Commun., 2016
Unmanned Aerial Vehicle With Underlaid Device-to-Device Communications: Performance and Tradeoffs.
IEEE Trans. Wirel. Commun., 2016
Mob. Inf. Syst., 2016
IEEE J. Sel. Areas Commun., 2016
IEEE Commun. Lett., 2016
IEEE Commun. Lett., 2016
Efficient Deployment of Multiple Unmanned Aerial Vehicles for Optimal Wireless Coverage.
IEEE Commun. Lett., 2016
IEEE Commun. Lett., 2016
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
Online Ski Rental for ON/OFF Scheduling of Energy Harvesting, Millimeter Wave Base Stations.
CoRR, 2016
CoRR, 2016
Wireless communications, networking, and positioning with unmanned aerial vehicles [Guest Editorial].
IEEE Commun. Mag., 2016
Proceedings of the IEEE Wireless Communications and Networking Conference, 2016
Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016
Proceedings of the IEEE International Symposium on Information Theory, 2016
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
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
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
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
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016
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
IEEE Trans. Wirel. Commun., 2015
Learning Based Frequency- and Time-Domain Inter-Cell Interference Coordination in HetNets.
IEEE Trans. Veh. Technol., 2015
IEEE J. Sel. Areas Commun., 2015
IEEE J. Sel. Areas Commun., 2015
J. Commun. Networks, 2015
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
EURASIP J. Wirel. Commun. Netw., 2015
IEEE Commun. Mag., 2015
Proceedings of the 13th International Symposium on Modeling and Optimization in Mobile, 2015
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015
Proceedings of the 2015 International Symposium on Wireless Communication Systems (ISWCS), 2015
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
Proceedings of the IEEE International Conference on Communication, 2015
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
Proceedings of the 2015 IEEE Global Communications Conference, 2015
Proceedings of the 2015 IEEE Globecom Workshops, San Diego, CA, USA, December 6-10, 2015, 2015
Proceedings of the 2015 IEEE Global Communications Conference, 2015
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
IEEE Trans. Wirel. Commun., 2014
IEEE Commun. Mag., 2014
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
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014
Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014
Proceedings of the IEEE International Conference on Communications, 2014
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
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
IEEE Trans. Wirel. Commun., 2013
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
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
Proceedings of IEEE International Conference on Communications, 2013
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
IEEE Signal Process. Lett., 2012
IEEE J. Sel. Areas Commun., 2012
EURASIP J. Wirel. Commun. Netw., 2012
Proceedings of the 10th International Symposium on Modeling and Optimization in Mobile, 2012
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
Proceedings of the 2012 International Symposium on Wireless Communication Systems (ISWCS), 2012
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
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
Proceedings of IEEE International Conference on Communications, 2011
Proceedings of the Global Communications Conference, 2011
Proceedings of the Global Communications Conference, 2011
Proceedings of the Global Communications Conference, 2011
Proceedings of the 2011 Future Network & Mobile Summit, Warsaw, Poland, June 15-17, 2011, 2011
2009
Wirel. Pers. Commun., 2009
Performance evaluation of advanced spectrum functionalities for future radio networks.
Wirel. Commun. Mob. Comput., 2009
EURASIP J. Adv. Signal Process., 2009
Proceedings of the 69th IEEE Vehicular Technology Conference, 2009
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009
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
Proceedings of the IEEE 19th International Symposium on Personal, 2008
Opportunistic power allocation for point-to-point communication in self-organized networks.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
2007
Inter Base Station Resource Sharing and Improving the Overall Efficiency of B3G Systems.
Proceedings of the 66th IEEE Vehicular Technology Conference, 2007
Proceedings of the IEEE 18th International Symposium on Personal, 2007
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007