2025
Cell-Free Processing for 5G Massive MIMO Deployments: Sleep Modes and User Stream Management.
IEEE Trans. Veh. Technol., February, 2025
Large Language Models for Telecom: Forthcoming Impact on the Industry.
IEEE Commun. Mag., January, 2025
2024
Waste Factor and Waste Figure: A Unified Theory for Modeling and Analyzing Wasted Power in Radio Access Networks for Improved Sustainability.
IEEE Open J. Commun. Soc., 2024
Hermes: A Large Language Model Framework on the Journey to Autonomous Networks.
CoRR, 2024
Optimizing Integrated Terrestrial and Non-Terrestrial Networks Performance with Traffic-Aware Resource Management.
CoRR, 2024
Pay Attention to What Matters.
CoRR, 2024
Telco-RAG: Navigating the Challenges of Retrieval-Augmented Language Models for Telecommunications.
CoRR, 2024
Data-driven Energy Efficiency Modelling in Large-scale Networks: An Expert Knowledge and ML-based Approach.
CoRR, 2024
Telecom Language Models: Must They Be Large?
Proceedings of the 35th IEEE International Symposium on Personal, 2024
On the Role of Non-Terrestrial Networks for Boosting Terrestrial Network Performance in Dynamic Traffic Scenarios.
Proceedings of the 35th IEEE International Symposium on Personal, 2024
Linguistic Intelligence in Large Language Models for Telecommunications.
Proceedings of the IEEE International Conference on Communications Workshops, 2024
2023
Rate, Power, and Energy Efficiency Trade-Offs in Massive MIMO Systems With Carrier Aggregation.
IEEE Trans. Green Commun. Netw., September, 2023
Modeling User Transfer During Dynamic Carrier Shutdown in Green 5G Networks.
IEEE Trans. Wirel. Commun., August, 2023
Accordion: A Communication-Aware Machine Learning Framework for Next Generation Networks.
IEEE Commun. Mag., June, 2023
FlexTrain: A Dynamic Training Framework for Heterogeneous Devices Environments.
CoRR, 2023
TeleQnA: A Benchmark Dataset to Assess Large Language Models Telecommunications Knowledge.
CoRR, 2023
Energy efficient cell-free massive MIMO on 5G deployments: sleep modes strategies and user stream management.
CoRR, 2023
Sleep Mode Strategies for Energy Efficient Cell-Free Massive MIMO in 5G Deployments.
Proceedings of the IEEE International Conference on Communications, 2023
Power Consumption Modeling of 5G Multi-Carrier Base Stations: A Machine Learning Approach.
Proceedings of the IEEE International Conference on Communications, 2023
Throughput and Coverage Trade-Off in Integrated Terrestrial and Non-Terrestrial Networks: An Optimization Framework.
Proceedings of the IEEE International Conference on Communications, 2023
2022
Stochastic Geometry Framework for Ultrareliable Cooperative Communications With Random Blockages.
IEEE Internet Things J., 2022
A Survey on 5G Radio Access Network Energy Efficiency: Massive MIMO, Lean Carrier Design, Sleep Modes, and Machine Learning.
IEEE Commun. Surv. Tutorials, 2022
Machine Learning and Analytical Power Consumption Models for 5G Base Stations.
IEEE Commun. Mag., 2022
Carrier Aggregation for Improved Rate versus Power trade-off in Massive MIMO Systems.
Proceedings of the IEEE Global Communications Conference, 2022
2021
Optimal Network Slicing for Service-Oriented Networks With Flexible Routing and Guaranteed E2E Latency.
IEEE Trans. Netw. Serv. Manag., 2021
Beamwidth Optimization and Resource Partitioning Scheme for Localization Assisted mm-Wave Communication.
IEEE Trans. Commun., 2021
A Survey on 5G Energy Efficiency: Massive MIMO, Lean Carrier Design, Sleep Modes, and Machine Learning.
CoRR, 2021
Forecasting Mobile Traffic to Achieve Greener 5G Networks: When Machine Learning is Key.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021
Mobile Traffic Forecasting for Green 5G Networks.
Proceedings of the IEEE Global Communications Conference, 2021
Energy Efficiency of Multi-Carrier Massive MIMO Networks: Massive MIMO Meets Carrier Aggregation.
Proceedings of the IEEE Global Communications Conference, 2021
2020
Multi-Agent Reinforcement Learning for Adaptive User Association in Dynamic mmWave Networks.
IEEE Trans. Wirel. Commun., 2020
Optimal Virtual Network Function Deployment for 5G Network Slicing in a Hybrid Cloud Infrastructure.
IEEE Trans. Wirel. Commun., 2020
An Artificial Intelligence Framework for Slice Deployment and Orchestration in 5G Networks.
IEEE Trans. Cogn. Commun. Netw., 2020
An Online Algorithm for Computation Offloading in Non-Stationary Environments.
IEEE Commun. Lett., 2020
Channel-bonding CMOS transceiver for 100 Gbps wireless point-to-point links.
EURASIP J. Wirel. Commun. Netw., 2020
Network Slicing for Service-Oriented Networks with Flexible Routing and Guaranteed E2E Latency.
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020
Multi-Agent Deep Reinforcement Learning For Distributed Handover Management In Dense MmWave Networks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
A Flexible Network Architecture for 5G Systems.
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Wirel. Commun. Mob. Comput., 2019
Relay Placement for Reliable Ranging in Cooperative mm-Wave Systems.
IEEE Wirel. Commun. Lett., 2019
Artificial Intelligence for Elastic Management and Orchestration of 5G Networks.
IEEE Wirel. Commun., 2019
Small Cell Deployment Along Roads: Coverage Analysis and Slice-Aware RAT Selection.
IEEE Trans. Commun., 2019
Introduction to the special section on deep reinforcement learning for future wireless communication networks.
IEEE Trans. Cogn. Commun. Netw., 2019
End-to-End Data Analytics Framework for 5G Architecture.
IEEE Access, 2019
Optimal Computational Resource Allocation and Network Slicing Deployment in 5G Hybrid C-RAN.
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Multi-Agent Deep Reinforcement Learning Based User Association for Dense mmWave Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019
2018
Interference Coordination for 5G New Radio.
IEEE Wirel. Commun., 2018
Coverage Analysis and Load Balancing in HetNets With Millimeter Wave Multi-RAT Small Cells.
IEEE Trans. Wirel. Commun., 2018
Battery-Aware Optimization of Green Small Cells: Sizing and Energy Management.
IEEE Trans. Green Commun. Netw., 2018
Millimeter-waves, MEC, and network softwarization as enablers of new 5G business opportunities.
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Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018
The path towards resource elasticity for 5G network architecture.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference Workshops, 2018
Reinforcement learning for interference-aware cell DTX in heterogeneous networks.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018
Optimal Cross Slice Orchestration for 5G Mobile Services.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018
Positioning Data-Rate Trade-Off in mm-Wave Small Cells and Service Differentiation for 5G Networks.
Proceedings of the 87th IEEE Vehicular Technology Conference, 2018
Accurate Characterization of Dynamic Cell Load in Noise-Limited Random Cellular Networks.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018
Architecture of mmWave Edge Cloud in 5G-MiEdge.
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Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018
Breaking the Access Technologies Silos by Enhancing MAC and RRM in 5G+ Networks.
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Proceedings of the 2018 European Conference on Networks and Communications, 2018
Identifying 5G System Enhancements: Enabling Technologies for Multi-Service Networks.
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Proceedings of the 2018 IEEE Conference on Standards for Communications and Networking, 2018
Admission and Congestion Control for 5G Network Slicing.
Proceedings of the 2018 IEEE Conference on Standards for Communications and Networking, 2018
Throughput Characterization and Beamwidth Selection for Positioning-Assisted mmWave Service.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
2017
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IEEE Wirel. Commun., 2017
Battery aging-aware energy management of green small cells powered by the smart grid.
EURASIP J. Wirel. Commun. Netw., 2017
Coverage Analysis and Load Balancing in HetNets with mmWave Multi-RAT Small Cells.
CoRR, 2017
Centralized Radio Resource Management for 5G small cells as LSA enabler.
CoRR, 2017
Modeling and Analysis of HetNets with mm-Wave Multi-RAT Small Cells Deployed along Roads.
Proceedings of the 2017 IEEE Global Communications Conference, 2017
QoS-Driven Scheduling in 5G Radio Access Networks - A Reinforcement Learning Approach.
Proceedings of the 2017 IEEE Global Communications Conference, 2017
5G-MiEdge: Design, standardization and deployment of 5G phase II technologies: MEC and mmWaves joint development for Tokyo 2020 Olympic games.
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Proceedings of the IEEE Conference on Standards for Communications and Networking, 2017
2016
Performance analysis of two-tier networks with closed access small-cells.
Proceedings of the 14th International Symposium on Modeling and Optimization in Mobile, 2016
Fuzzy Q-Learning based energy management of small cells powered by the smart grid.
Proceedings of the 27th IEEE Annual International Symposium on Personal, 2016
Backhaul-aware small cell DTX based on fuzzy Q-Learning in heterogeneous cellular networks.
Proceedings of the 2016 IEEE International Conference on Communications, 2016
5G CHAMPION - Rolling out 5G in 2018.
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Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016
Energy Management of Green Small Cells Powered by the Smart Grid.
Proceedings of the Cognitive Radio Oriented Wireless Networks, 2016
2015
EMF-Aware Cell Selection in Heterogeneous Cellular Networks.
IEEE Commun. Lett., 2015
Uplink capacity and user association for cooperative heterogeneous cellular networks.
Proceedings of the 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015
Joint RAN/backhaul optimization in centralized 5G RAN.
Proceedings of the 2015 European Conference on Networks and Communications, 2015
2014
The LEXNET Project: Wireless Networks and EMF: Paving the Way for Low-EMF Networks of the Future.
IEEE Veh. Technol. Mag., 2014
Enabling Green cellular networks: A survey and outlook.
Comput. Commun., 2014
Cloud technologies for flexible 5G radio access networks.
IEEE Commun. Mag., 2014
Millimeter-wave access and backhauling: the solution to the exponential data traffic increase in 5G mobile communications systems?
IEEE Commun. Mag., 2014
Energy Efficiency Benefits of RAN-as-a-Service Concept for a Cloud-Based 5G Mobile Network Infrastructure.
IEEE Access, 2014
On the impact of backhaul network on distributed cloud computing.
Proceedings of the 2014 IEEE Wireless Communications and Networking Conference Workshops, 2014
Super directive antennas for low electromagnetic field mobile communications.
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014
Enabling 5G backhaul and access with millimeter-waves.
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Proceedings of the European Conference on Networks and Communications, 2014
Towards a flexible functional split for cloud-RAN networks.
Proceedings of the European Conference on Networks and Communications, 2014
2013
Green framework for future heterogeneous wireless networks.
Comput. Networks, 2013
A backhaul-aware cell selection algorithm for heterogeneous cellular networks.
Proceedings of the 24th IEEE Annual International Symposium on Personal, 2013
Challenges of designing jointly the backhaul and radio access network in a cloud-based mobile network.
Proceedings of the 2013 Future Network & Mobile Summit, Lisboa, Portugal, July 3-5, 2013, 2013
2012
Small Cell Deployments: Recent Advances and Research Challenges
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CoRR, 2012
A Survey on MAC Strategies for Cognitive Radio Networks.
IEEE Commun. Surv. Tutorials, 2012
Dynamic Traffic Management for Green Open Access Femtocell Networks.
Proceedings of the 75th IEEE Vehicular Technology Conference, 2012
An energy efficient cell selection scheme for Open Access femtocell networks.
Proceedings of the 23rd IEEE International Symposium on Personal, 2012
2011
Ghost femtocells: A novel radio resource management scheme for OFDMA based networks.
Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011
Ghost Femtocells: an Energy-Efficient Radio Resource Management Scheme for Two-Tier Cellular Networks.
Proceedings of the European Wireless 2011, April 27-29, 2011, Vienna, Austria., 2011