Hossein Shokri Ghadikolaei

Orcid: 0000-0001-6737-0266

According to our database1, Hossein Shokri Ghadikolaei authored at least 70 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
FedCau: A Proactive Stop Policy for Communication and Computation Efficient Federated Learning.
IEEE Trans. Wirel. Commun., September, 2024

2023
Saving Energy and Spectrum in Enabling URLLC Services: A Scalable RL Solution.
IEEE Trans. Ind. Informatics, October, 2023

Reinforcement Learning-based Joint Handover and Beam Tracking in Millimeter-wave Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Communication-Efficient Orchestrations for URLLC Service via Hierarchical Reinforcement Learning.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Beam Alignment Using Trajectory Information in Mobile Millimeter-Wave Networks.
Proceedings of the IEEE International Conference on Communications, 2023

2022
Device Selection for the Coexistence of URLLC and Distributed Learning Services.
CoRR, 2022

Low Complexity Beam Searching Using Trajectory Information in Mobile Millimeter-wave Networks.
CoRR, 2022

Location-Aided Beamforming in Mobile Millimeter-Wave Networks.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

A-LAQ: Adaptive Lazily Aggregated Quantized Gradient.
Proceedings of the IEEE Globecom 2022 Workshops, 2022

Interplay between Distributed AI Workflow and URLLC.
Proceedings of the IEEE Global Communications Conference, 2022

2021
Learning-Based Handover in Mobile Millimeter-Wave Networks.
IEEE Trans. Cogn. Commun. Netw., 2021

Proactive fault-tolerant wireless mesh networks for mission-critical control systems.
J. Netw. Comput. Appl., 2021

An RL-based Joint Diversity and Power Control Optimization for Reliable Factory Automation.
Proceedings of the IEEE Global Communications Conference, 2021

LENA: Communication-Efficient Distributed Learning with Self-Triggered Gradient Uploads.
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.
IEEE Trans. Wirel. Commun., 2020

On Maintaining Linear Convergence of Distributed Learning and Optimization Under Limited Communication.
IEEE Trans. Signal Process., 2020

A Hybrid Model-Based and Data-Driven Approach to Spectrum Sharing in mmWave Cellular Networks.
IEEE Trans. Cogn. Commun. Netw., 2020

The Internet of Audio Things: State of the Art, Vision, and Challenges.
IEEE Internet Things J., 2020

Communication-efficient Variance-reduced Stochastic Gradient Descent.
CoRR, 2020

Machine Learning over Networks: Co-design of Distributed Optimization and Communications.
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.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Learning-based Load Balancing Handover in Mobile Millimeter Wave Networks.
Proceedings of the IEEE Global Communications Conference, 2020

Learning Kolmogorov Models for Binary Random Variables.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019
Adaptive Distributed Association in Time-Variant Millimeter Wave Networks.
IEEE Trans. Wirel. Commun., 2019

Low-Latency Networking: Where Latency Lurks and How to Tame It.
Proc. IEEE, 2019

A Simplified Interference Model for Outdoor Millimeter-wave Networks.
Mob. Networks Appl., 2019

Online Congestion Measurement and Control in Cognitive Wireless Sensor Networks.
IEEE Access, 2019

Efficient Beamforming for Mobile mmWave Networks.
Proceedings of the International Symposium on Modeling and Optimization in Mobile, 2019

Learning and Data Selection in Big Datasets.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
Interference Model Similarity Index and Its Applications to Millimeter-Wave Networks.
IEEE Trans. Wirel. Commun., 2018

Fast and Reliable Initial Access with Random Beamforming for mmWave Networks.
CoRR, 2018

Learning Kolmogorov Models for Binary Random Variables.
CoRR, 2018

A Unified Framework for Training Neural Networks.
CoRR, 2018

Fast and Reliable Initial Cell-search for mmWave Networks.
Proceedings of the 2nd ACM Workshop on Millimeter Wave Networks and Sensing Systems, 2018

Learning-based Tracking of AoAs and AoDs in mmWave Networks.
Proceedings of the 2nd ACM Workshop on Millimeter Wave Networks and Sensing Systems, 2018

Reducing initial cell-search latency in mmWave networks.
Proceedings of the IEEE INFOCOM 2018, 2018

2017
Pilot Precoding and Combining in Multiuser MIMO Networks.
IEEE J. Sel. Areas Commun., 2017

Interference Model Similarity Index and Its Applications to mmWave Networks: Extended version.
CoRR, 2017

Learning-Based pilot precoding and combining for wideband millimeter-wave networks.
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.
IEEE Trans. Wirel. Commun., 2016

The Transitional Behavior of Interference in Millimeter Wave Networks and Its Impact on Medium Access Control.
IEEE Trans. Commun., 2016

Design aspects of short-range millimeter-wave networks: A MAC layer perspective.
IEEE Netw., 2016

Spectrum Sharing in mmWave Cellular Networks via Cell Association, Coordination, and Beamforming.
IEEE J. Sel. Areas Commun., 2016

On the value of Beamforming and Coordination for Spectrum Sharing in mmWave Cellular Networks.
CoRR, 2016

Spectrum Pooling in MmWave Networks: Opportunities, Challenges, and Enablers.
IEEE Commun. Mag., 2016

On the relay-fallback tradeoff in millimeter wave wireless system.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

On the accuracy of interference models in wireless communications.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Auction Based Dynamic Distributed Association in Millimeter Wave Networks.
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.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
Millimeter Wave Cellular Networks: A MAC Layer Perspective.
IEEE Trans. Commun., 2015

Analysis and Optimization of Random Sensing Order in Cognitive Radio Networks.
IEEE J. Sel. Areas Commun., 2015

Green Sensing and Access: Energy-Throughput Tradeoffs in Cognitive Networking.
CoRR, 2015

Green sensing and access: energy-throughput trade-offs in cognitive networking.
IEEE Commun. Mag., 2015

User association and the alignment-throughput tradeoff in millimeter wave networks.
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.
Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

Beam-searching and transmission scheduling in millimeter wave communications.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Millimeter Wave Ad Hoc Networks: Noise-Limited or Interference-Limited?
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.
CoRR, 2014

Random sensing order in cognitive radio systems: Performance evaluation and optimization.
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.
Proceedings of the IEEE International Conference on Communications, 2014

2013
Distributed Multiuser Sequential Channel Sensing Schemes in Multichannel Cognitive Radio Networks.
IEEE Trans. Wirel. Commun., 2013

Analytical and learning-based spectrum sensing time optimisation in cognitive radio systems.
IET Commun., 2013

Energy Efficient Spectrum Sensing and Handoff Strategies in Cognitive Radio Networks.
CoRR, 2013

2012
Sensing matrix setting schemes for cognitive networks and their performance analysis.
IET Commun., 2012

Intelligent Sensing Matrix Setting in Cognitive Radio Networks.
IEEE Commun. Lett., 2012

Optimal and suboptimal sensing sequences in multiuser cognitive radio networks.
Proceedings of the 6th International Symposium on Telecommunications, 2012

Learning-based spectrum sensing time optimization in cognitive radio systems.
Proceedings of the 6th International Symposium on Telecommunications, 2012

2011
Analytical and Learning-Based Spectrum Sensing Time Optimization in Cognitive Radio Systems
CoRR, 2011

Performance Analysis of Sequential Method for Handover in Cognitive Radio Systems
CoRR, 2011

2010
An improved discrete probabilistic localization method (I-DPLM) in Wireless Sensor Networks.
Proceedings of the Seventh International Conference on Networked Sensing Systems, 2010


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