Hossein Shokri Ghadikolaei

Amin Azari

Abdulrahman Alabbasi

IEEE Trans. Ind. Informatics, October, 2023

Reinforcement Learning-based Joint Handover and Beam Tracking in Millimeter-wave Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Communication-Efficient Orchestrations for URLLC Service via Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

Wei Shi

Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Beam Alignment Using Trajectory Information in Mobile Millimeter-Wave Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

2022

Device Selection for the Coexistence of URLLC and Distributed Learning Services.

[BibT_eX]

[DOI]

Deniz Gündüz

CoRR, 2022

Low Complexity Beam Searching Using Trajectory Information in Mobile Millimeter-wave Networks.

[BibT_eX]

[DOI]

CoRR, 2022

FedCau: A Proactive Stop Policy for Communication and Computation Efficient Federated Learning.

[BibT_eX]

[DOI]

José Mairton Barros da Silva Jr.

CoRR, 2022

Location-Aided Beamforming in Mobile Millimeter-Wave Networks.

[BibT_eX]

[DOI]

Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

A-LAQ: Adaptive Lazily Aggregated Quantized Gradient.

[BibT_eX]

[DOI]

José Mairton Barros da Silva Jr.

Proceedings of the IEEE Globecom 2022 Workshops, 2022

Interplay between Distributed AI Workflow and URLLC.

[BibT_eX]

[DOI]

Johan Haraldson

Proceedings of the IEEE Global Communications Conference, 2022

2021

Learning-Based Handover in Mobile Millimeter-Wave Networks.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2021

Proactive fault-tolerant wireless mesh networks for mission-critical control systems.

[BibT_eX]

[DOI]

Pangun Park

J. Netw. Comput. Appl., 2021

An RL-based Joint Diversity and Power Control Optimization for Reliable Factory Automation.

[BibT_eX]

[DOI]

Abdulrahman Alabbasi

Amin Azari

Proceedings of the IEEE Global Communications Conference, 2021

LENA: Communication-Efficient Distributed Learning with Self-Triggered Gradient Uploads.

[BibT_eX]

[DOI]

Sebastian U. Stich

Martin Jaggi

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Wirelessly-Powered Sensor Networks: Power Allocation for Channel Estimation and Energy Beamforming.

[BibT_eX]

[DOI]

Rong Du

IEEE Trans. Wirel. Commun., 2020

On Maintaining Linear Convergence of Distributed Learning and Optimization Under Limited Communication.

[BibT_eX]

[DOI]

Sindri Magnússon

Na Li

IEEE Trans. Signal Process., 2020

A Hybrid Model-Based and Data-Driven Approach to Spectrum Sharing in mmWave Cellular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2020

The Internet of Audio Things: State of the Art, Vision, and Challenges.

[BibT_eX]

[DOI]

Luca Turchet

György Fazekas

Mathieu Lagrange

IEEE Internet Things J., 2020

Communication-efficient Variance-reduced Stochastic Gradient Descent.

[BibT_eX]

[DOI]

Sindri Magnússon

CoRR, 2020

Machine Learning over Networks: Co-design of Distributed Optimization and Communications.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Cost-efficient Distributed optimization In Machine Learning Over Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Learning-based Load Balancing Handover in Mobile Millimeter Wave Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

Learning Kolmogorov Models for Binary Random Variables.

[BibT_eX]

[DOI]

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Adaptive Distributed Association in Time-Variant Millimeter Wave Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2019

Low-Latency Networking: Where Latency Lurks and How to Tame It.

[BibT_eX]

[DOI]

Xiaolin Jiang

Proc. IEEE, 2019

A Simplified Interference Model for Outdoor Millimeter-wave Networks.

[BibT_eX]

[DOI]

Xiaolin Jiang

Zhibo Pang

Mob. Networks Appl., 2019

Online Congestion Measurement and Control in Cognitive Wireless Sensor Networks.

[BibT_eX]

[DOI]

Shuguo Zhuo

Zhi Wang

IEEE Access, 2019

Efficient Beamforming for Mobile mmWave Networks.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Modeling and Optimization in Mobile, 2019

Learning and Data Selection in Big Datasets.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Interference Model Similarity Index and Its Applications to Millimeter-Wave Networks.

[BibT_eX]

[DOI]

Eytan H. Modiano

IEEE Trans. Wirel. Commun., 2018

Fast and Reliable Initial Access with Random Beamforming for mmWave Networks.

[BibT_eX]

[DOI]

Yanpeng Yang

Ki Won Sung

CoRR, 2018

Learning Kolmogorov Models for Binary Random Variables.

[BibT_eX]

[DOI]

Ali H. Sayed

CoRR, 2018

A Unified Framework for Training Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Fast and Reliable Initial Cell-search for mmWave Networks.

[BibT_eX]

[DOI]

Proceedings of the 2nd ACM Workshop on Millimeter Wave Networks and Sensing Systems, 2018

Learning-based Tracking of AoAs and AoDs in mmWave Networks.

[BibT_eX]

[DOI]

Proceedings of the 2nd ACM Workshop on Millimeter Wave Networks and Sensing Systems, 2018

Reducing initial cell-search latency in mmWave networks.

[BibT_eX]

[DOI]

Yanpeng Yang

Ki Won Sung

Proceedings of the IEEE INFOCOM 2018, 2018

2017

Pilot Precoding and Combining in Multiuser MIMO Networks.

[BibT_eX]

[DOI]

Nima N. Moghadam

Gábor Fodor

Mats Bengtsson

IEEE J. Sel. Areas Commun., 2017

Interference Model Similarity Index and Its Applications to mmWave Networks: Extended version.

[BibT_eX]

[DOI]

Eytan H. Modiano

CoRR, 2017

Learning-Based pilot precoding and combining for wideband millimeter-wave networks.

[BibT_eX]

[DOI]

Ehsan Olfat

Nima Najari Moghadam

Mats Bengtsson

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016

Distributed Association and Relaying With Fairness in Millimeter Wave Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2016

The Transitional Behavior of Interference in Millimeter Wave Networks and Its Impact on Medium Access Control.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2016

Design aspects of short-range millimeter-wave networks: A MAC layer perspective.

[BibT_eX]

[DOI]

Petar Popovski

Michele Zorzi

IEEE Netw., 2016

Spectrum Sharing in mmWave Cellular Networks via Cell Association, Coordination, and Beamforming.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2016

On the value of Beamforming and Coordination for Spectrum Sharing in mmWave Cellular Networks.

[BibT_eX]

[DOI]

CoRR, 2016

Spectrum Pooling in MmWave Networks: Opportunities, Challenges, and Enablers.

[BibT_eX]

[DOI]

Federico Boccardi

IEEE Commun. Mag., 2016

On the relay-fallback tradeoff in millimeter wave wireless system.

[BibT_eX]

[DOI]

Roberto Congiu

Fortunato Santucci

Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

On the accuracy of interference models in wireless communications.

[BibT_eX]

[DOI]

Eytan H. Modiano

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Auction Based Dynamic Distributed Association in Millimeter Wave Networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

The impact of beamforming and coordination on spectrum pooling in mmWave cellular networks.

[BibT_eX]

[DOI]

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Millimeter Wave Cellular Networks: A MAC Layer Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2015

Analysis and Optimization of Random Sensing Order in Cognitive Radio Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2015

Green Sensing and Access: Energy-Throughput Tradeoffs in Cognitive Networking.

[BibT_eX]

[DOI]

CoRR, 2015

Green sensing and access: energy-throughput trade-offs in cognitive networking.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2015

User association and the alignment-throughput tradeoff in millimeter wave networks.

[BibT_eX]

[DOI]

Lazaros Gkatzikis

Proceedings of the 1st IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2015

Adaptive congestion control in cognitive industrial wireless sensor networks.

[BibT_eX]

[DOI]

Shuguo Zhuo

Zhi Wang

Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

Beam-searching and transmission scheduling in millimeter wave communications.

[BibT_eX]

[DOI]

Lazaros Gkatzikis

Proceedings of the 2015 IEEE International Conference on Communications, 2015

Millimeter Wave Ad Hoc Networks: Noise-Limited or Interference-Limited?

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Globecom Workshops, San Diego, CA, USA, December 6-10, 2015, 2015

2014

Analysis and Optimization of Distributed Random Sensing Order in Cognitive Radio Networks.

[BibT_eX]

[DOI]

CoRR, 2014

Random sensing order in cognitive radio systems: Performance evaluation and optimization.

[BibT_eX]

[DOI]

Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

Distributed random sensing order analysis and optimization in cognitive radio systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

2013

Distributed Multiuser Sequential Channel Sensing Schemes in Multichannel Cognitive Radio Networks.

[BibT_eX]

[DOI]

Fatemeh Sheikholeslami

IEEE Trans. Wirel. Commun., 2013

Analytical and learning-based spectrum sensing time optimisation in cognitive radio systems.

[BibT_eX]

[DOI]

Younes Abdi

IET Commun., 2013

Energy Efficient Spectrum Sensing and Handoff Strategies in Cognitive Radio Networks.

[BibT_eX]

[DOI]

Ioannis Glaropoulos

Viktoria Fodor

Konstantinos D. Dimou

CoRR, 2013

2012

Sensing matrix setting schemes for cognitive networks and their performance analysis.

[BibT_eX]

[DOI]

IET Commun., 2012

Intelligent Sensing Matrix Setting in Cognitive Radio Networks.

[BibT_eX]

[DOI]

Rajab Fallahi

IEEE Commun. Lett., 2012

Optimal and suboptimal sensing sequences in multiuser cognitive radio networks.

[BibT_eX]

[DOI]

Proceedings of the 6th International Symposium on Telecommunications, 2012

Learning-based spectrum sensing time optimization in cognitive radio systems.

[BibT_eX]

[DOI]

Younes Abdi

Proceedings of the 6th International Symposium on Telecommunications, 2012

2011

Analytical and Learning-Based Spectrum Sensing Time Optimization in Cognitive Radio Systems

[BibT_eX]

[DOI]

Younes Abdi

CoRR, 2011

Performance Analysis of Sequential Method for Handover in Cognitive Radio Systems

[BibT_eX]

[DOI]

Hossein Shokri

Mohammad Mozaffari