Hossein Shokri Ghadikolaei

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 80

Top Topics

Reinforcement Learning

Cognitive Radio

Cellular Networks

Top Venues

IEEE Trans. Wirel. Commun.

Publications

Sara Khosravi, Hossein Shokri Ghadikolaei, Jens Zander, Marina Petrova
Beam Alignment Using Trajectory Information in Mobile Millimeter-Wave Networks. ICC (2023)
Sara Khosravi, Hossein Shokri Ghadikolaei, Jens Zander, Marina Petrova
Reinforcement Learning-based Joint Handover and Beam Tracking in Millimeter-wave Networks. WCNC (2023)
Wei Shi, Milad Ganjalizadeh, Hossein Shokri Ghadikolaei, Marina Petrova
Communication-Efficient Orchestrations for URLLC Service via Hierarchical Reinforcement Learning. CoRR (2023)
Milad Ganjalizadeh, Hossein Shokri Ghadikolaei, Amin Azari, Abdulrahman Alabbasi, Marina Petrova
Saving Energy and Spectrum in Enabling URLLC Services: A Scalable RL Solution. IEEE Trans. Ind. Informatics 19 (10) (2023)
Sara Khosravi, Hossein Shokri Ghadikolaei, Jens Zander, Marina Petrova
Reinforcement Learning-based Joint Handover and Beam Tracking in Millimeter-wave Networks. CoRR (2023)
Wei Shi, Milad Ganjalizadeh, Hossein Shokri Ghadikolaei, Marina Petrova
Communication-Efficient Orchestrations for URLLC Service via Hierarchical Reinforcement Learning. PIMRC (2023)
Milad Ganjalizadeh, Hossein Shokri Ghadikolaei, Deniz Gündüz, Marina Petrova
Device Selection for the Coexistence of URLLC and Distributed Learning Services. CoRR (2022)
Sara Khosravi, Hossein Shokri Ghadikolaei, Jens Zander, Marina Petrova
Low Complexity Beam Searching Using Trajectory Information in Mobile Millimeter-wave Networks. CoRR (2022)
Milad Ganjalizadeh, Hossein Shokri Ghadikolaei, Johan Haraldson, Marina Petrova
Interplay between Distributed AI Workflow and URLLC. CoRR (2022)
Afsaneh Mahmoudi, José Mairton Barros Da Silva Júnior, Hossein Shokri Ghadikolaei, Carlo Fischione
A-LAQ: Adaptive Lazily Aggregated Quantized Gradient. CoRR (2022)
Milad Ganjalizadeh, Hossein Shokri Ghadikolaei, Johan Haraldson, Marina Petrova
Interplay between Distributed AI Workflow and URLLC. GLOBECOM (2022)
Sara Khosravi, Hossein Shokri Ghadikolaei, Jens Zander, Marina Petrova
Location-Aided Beamforming in Mobile Millimeter-Wave Networks. VTC Spring (2022)
Afsaneh Mahmoudi, José Mairton Barros Da Silva Júnior, Hossein Shokri Ghadikolaei, Carlo Fischione
A-LAQ: Adaptive Lazily Aggregated Quantized Gradient. GLOBECOM (Workshops) (2022)
Afsaneh Mahmoudi, Hossein Shokri Ghadikolaei, José Mairton Barros Da Silva Júnior, Carlo Fischione
FedCau: A Proactive Stop Policy for Communication and Computation Efficient Federated Learning. CoRR (2022)
Pangun Park, Hossein Shokri Ghadikolaei, Carlo Fischione
Proactive fault-tolerant wireless mesh networks for mission-critical control systems. J. Netw. Comput. Appl. 186 (2021)
Sara Khosravi, Hossein Shokri Ghadikolaei, Marina Petrova
Learning-Based Handover in Mobile Millimeter-Wave Networks. IEEE Trans. Cogn. Commun. Netw. 7 (2) (2021)
Hossein Shokri Ghadikolaei, Sebastian U. Stich, Martin Jaggi
LENA: Communication-Efficient Distributed Learning with Self-Triggered Gradient Uploads. AISTATS (2021)
Milad Ganjalizadeh, Abdulrahman Alabbasi, Amin Azari, Hossein Shokri Ghadikolaei, Marina Petrova
An RL-based Joint Diversity and Power Control Optimization for Reliable Factory Automation. GLOBECOM (2021)
Hossein Shokri Ghadikolaei, Hadi G. Ghauch, Gábor Fodor, Mikael Skoglund, Carlo Fischione
A Hybrid Model-based and Data-driven Approach to Spectrum Sharing in mmWave Cellular Networks. CoRR (2020)
Rong Du, Hossein Shokri Ghadikolaei, Carlo Fischione
Wirelessly-powered Sensor Networks Power Allocation for Channel Estimation and Energy Beamforming. CoRR (2020)
Rong Du, Hossein Shokri Ghadikolaei, Carlo Fischione
Wirelessly-Powered Sensor Networks: Power Allocation for Channel Estimation and Energy Beamforming. IEEE Trans. Wirel. Commun. 19 (5) (2020)
Sindri Magnússon, Hossein Shokri Ghadikolaei, Na Li
On Maintaining Linear Convergence of Distributed Learning and Optimization Under Limited Communication. IEEE Trans. Signal Process. 68 (2020)
Hossein Shokri Ghadikolaei, Sindri Magnússon
Communication-efficient Variance-reduced Stochastic Gradient Descent. CoRR (2020)
Hadi G. Ghauch, Hossein Shokri Ghadikolaei, Mikael Skoglund, Carlo Fischione
Learning Kolmogorov Models for Binary Random Variables. ACSSC (2020)
Afsaneh Mahmoudi, Hossein Shokri Ghadikolaei, Carlo Fischione
Cost-efficient Distributed optimization In Machine Learning Over Wireless Networks. ICC (2020)
Sara Khosravi, Hossein Shokri Ghadikolaei, Marina Petrova
Learning-based Load Balancing Handover in Mobile Millimeter Wave Networks. GLOBECOM (2020)
Afsaneh Mahmoudi, Hossein Shokri Ghadikolaei, Carlo Fischione
Machine Learning over Networks: Co-design of Distributed Optimization and Communications. SPAWC (2020)
Hossein Shokri Ghadikolaei, Hadi G. Ghauch, Gábor Fodor, Mikael Skoglund, Carlo Fischione
A Hybrid Model-Based and Data-Driven Approach to Spectrum Sharing in mmWave Cellular Networks. IEEE Trans. Cogn. Commun. Netw. 6 (4) (2020)
Sara Khosravi, Hossein Shokri Ghadikolaei, Marina Petrova
Learning-based Handover in Mobile Millimeter-wave Networks. CoRR (2020)
Luca Turchet, György Fazekas, Mathieu Lagrange, Hossein Shokri Ghadikolaei, Carlo Fischione
The Internet of Audio Things: State of the Art, Vision, and Challenges. IEEE Internet Things J. 7 (10) (2020)
Shuguo Zhuo, Hossein Shokri Ghadikolaei, Carlo Fischione, Zhi Wang
Online Congestion Measurement and Control in Cognitive Wireless Sensor Networks. IEEE Access 7 (2019)
Xiaolin Jiang, Hossein Shokri Ghadikolaei, Gábor Fodor, Eytan H. Modiano, Zhibo Pang, Michele Zorzi, Carlo Fischione
Low-Latency Networking: Where Latency Lurks and How to Tame It. Proc. IEEE 107 (2) (2019)
Hossein Shokri Ghadikolaei, Hadi G. Ghauch, Carlo Fischione, Mikael Skoglund
Learning and Data Selection in Big Datasets. ICML (2019)
Xiaolin Jiang, Hossein Shokri Ghadikolaei, Carlo Fischione, Zhibo Pang
A Simplified Interference Model for Outdoor Millimeter-wave Networks. Mob. Networks Appl. 24 (3) (2019)
Sindri Magnússon, Hossein Shokri Ghadikolaei, Na Li
On Maintaining Linear Convergence of Distributed Learning and Optimization under Limited Communication. ACSSC (2019)
Sindri Magnússon, Hossein Shokri Ghadikolaei, Na Li
On Maintaining Linear Convergence of Distributed Learning and Optimization under Limited Communication. CoRR (2019)
Yuzhe Xu, Hossein Shokri Ghadikolaei, Carlo Fischione
Adaptive Distributed Association in Time-Variant Millimeter Wave Networks. IEEE Trans. Wirel. Commun. 18 (1) (2019)
Sara Khosravi, Hossein Shokri Ghadikolaei, Marina Petrova
Efficient Beamforming for Mobile mmWave Networks. WiOpt (2019)
Hossein Shokri Ghadikolaei, Yanpeng Yang, Marina Petrova, Ki Won Sung, Carlo Fischione
Fast and Reliable Initial Cell-search for mmWave Networks. mmNets@MobiCom (2018)
Hossein Shokri Ghadikolaei, Carlo Fischione, Eytan H. Modiano
Interference Model Similarity Index and Its Applications to Millimeter-Wave Networks. IEEE Trans. Wirel. Commun. 17 (1) (2018)
Hossein Shokri Ghadikolaei, Hadi G. Ghauch, Carlo Fischione
Learning-based Tracking of AoAs and AoDs in mmWave Networks. mmNets@MobiCom (2018)
Xiaolin Jiang, Hossein Shokri Ghadikolaei, Gábor Fodor, Eytan H. Modiano, Zhibo Pang, Michele Zorzi, Carlo Fischione
Low-latency Networking: Where Latency Lurks and How to Tame It. CoRR (2018)
Hadi G. Ghauch, Mikael Skoglund, Hossein Shokri Ghadikolaei, Carlo Fischione, Ali H. Sayed
Learning Kolmogorov Models for Binary Random Variables. CoRR (2018)
Yanpeng Yang, Hossein Shokri Ghadikolaei, Carlo Fischione, Marina Petrova, Ki Won Sung
Fast and Reliable Initial Access with Random Beamforming for mmWave Networks. CoRR (2018)
Hadi G. Ghauch, Hossein Shokri Ghadikolaei, Carlo Fischione, Mikael Skoglund
A Unified Framework for Training Neural Networks. CoRR (2018)
Yanpeng Yang, Hossein Shokri Ghadikolaei, Carlo Fischione, Marina Petrova, Ki Won Sung
Reducing Initial Cell-search Latency in mmWave Networks. CoRR (2018)
Yanpeng Yang, Hossein Shokri Ghadikolaei, Carlo Fischione, Marina Petrova, Ki Won Sung
Reducing initial cell-search latency in mmWave networks. INFOCOM Workshops (2018)
Ehsan Olfat, Hossein Shokri Ghadikolaei, Nima Najari Moghadam, Mats Bengtsson, Carlo Fischione
Learning-Based pilot precoding and combining for wideband millimeter-wave networks. CAMSAP (2017)
Nima N. Moghadam, Hossein Shokri Ghadikolaei, Gábor Fodor, Mats Bengtsson, Carlo Fischione
Pilot precoding and combining in multiuser MIMO networks. ICASSP (2017)
Hossein Shokri Ghadikolaei, Carlo Fischione, Eytan H. Modiano
Interference Model Similarity Index and Its Applications to mmWave Networks: Extended version. CoRR (2017)
Nima N. Moghadam, Hossein Shokri Ghadikolaei, Gábor Fodor, Mats Bengtsson, Carlo Fischione
Pilot Precoding and Combining in Multiuser MIMO Networks. IEEE J. Sel. Areas Commun. 35 (7) (2017)
Roberto Congiu, Hossein Shokri Ghadikolaei, Carlo Fischione, Fortunato Santucci
On the relay-fallback tradeoff in millimeter wave wireless system. INFOCOM Workshops (2016)
Hossein Shokri Ghadikolaei, Federico Boccardi, Carlo Fischione, Gábor Fodor, Michele Zorzi
On the value of Beamforming and Coordination for Spectrum Sharing in mmWave Cellular Networks. CoRR (2016)
Hossein Shokri Ghadikolaei, Carlo Fischione, Petar Popovski, Michele Zorzi
Design aspects of short-range millimeter-wave networks: A MAC layer perspective. IEEE Netw. 30 (3) (2016)
Nima N. Moghadam, Hossein Shokri Ghadikolaei, Gábor Fodor, Mats Bengtsson, Carlo Fischione
Pilot Precoding and Combining in Multiuser MIMO Networks. CoRR (2016)
Yuzhe Xu, Hossein Shokri Ghadikolaei, Carlo Fischione
Distributed Association and Relaying With Fairness in Millimeter Wave Networks. IEEE Trans. Wirel. Commun. 15 (12) (2016)
Hossein Shokri Ghadikolaei, Carlo Fischione
The Transitional Behavior of Interference in Millimeter Wave Networks and Its Impact on Medium Access Control. IEEE Trans. Commun. 64 (2) (2016)
Hossein Shokri Ghadikolaei, Carlo Fischione, Eytan H. Modiano
On the accuracy of interference models in wireless communications. ICC (2016)
Yuzhe Xu, Hossein Shokri Ghadikolaei, Carlo Fischione
Distributed Association and Relaying with Fairness in Millimeter Wave Networks. CoRR (2016)
Xiaolin Jiang, Hossein Shokri Ghadikolaei, Carlo Fischione, Zhibo Pang
A Simplified Interference Model for Outdoor Millimeter Wave Networks. WICON (2016)
Hossein Shokri Ghadikolaei, Carlo Fischione, Eytan H. Modiano
On the Accuracy of Interference Models in Wireless Communications. CoRR (2016)
Roberto Congiu, Hossein Shokri Ghadikolaei, Carlo Fischione, Fortunato Santucci
On the Relay-Fallback Tradeoff in Millimeter Wave Wireless System. CoRR (2016)
Yuzhe Xu, Hossein Shokri Ghadikolaei, Carlo Fischione
Auction Based Dynamic Distributed Association in Millimeter Wave Networks. GLOBECOM Workshops (2016)
Hossein Shokri Ghadikolaei, Federico Boccardi, Carlo Fischione, Gábor Fodor, Michele Zorzi
Spectrum Sharing in mmWave Cellular Networks via Cell Association, Coordination, and Beamforming. IEEE J. Sel. Areas Commun. 34 (11) (2016)
Federico Boccardi, Hossein Shokri Ghadikolaei, Gábor Fodor, Elza Erkip, Carlo Fischione, Marios Kountouris, Petar Popovski, Michele Zorzi
Spectrum Pooling in MmWave Networks: Opportunities, Challenges, and Enablers. IEEE Commun. Mag. 54 (11) (2016)
Hossein Shokri Ghadikolaei, Federico Boccardi, Elza Erkip, Carlo Fischione, Gábor Fodor, Marios Kountouris, Petar Popovski, Michele Zorzi
The impact of beamforming and coordination on spectrum pooling in mmWave cellular networks. ACSSC (2016)
Federico Boccardi, Hossein Shokri Ghadikolaei, Gábor Fodor, Elza Erkip, Carlo Fischione, Marios Kountouris, Petar Popovski, Michele Zorzi
Spectrum Pooling in MmWave Networks: Opportunities, Challenges, and Enablers. CoRR (2016)
Hossein Shokri Ghadikolaei, Carlo Fischione
The Transitional Behavior of Interference in Millimeter Wave Networks and Its Impact on Medium Access Control. CoRR (2015)
Hossein Shokri Ghadikolaei, Carlo Fischione
Analysis and Optimization of Random Sensing Order in Cognitive Radio Networks. IEEE J. Sel. Areas Commun. 33 (5) (2015)
Hossein Shokri Ghadikolaei, Lazaros Gkatzikis, Carlo Fischione
Beam-searching and transmission scheduling in millimeter wave communications. ICC (2015)
Hossein Shokri Ghadikolaei, Carlo Fischione
Millimeter Wave Ad Hoc Networks: Noise-limited or Interference-limited? CoRR (2015)
Hossein Shokri Ghadikolaei, Carlo Fischione
Millimeter Wave Ad Hoc Networks: Noise-Limited or Interference-Limited? GLOBECOM Workshops (2015)
Shuguo Zhuo, Hossein Shokri Ghadikolaei, Carlo Fischione, Zhi Wang
Adaptive congestion control in cognitive industrial wireless sensor networks. INDIN (2015)
Hossein Shokri Ghadikolaei, Carlo Fischione, Petar Popovski, Michele Zorzi
Design Aspects of Short Range Millimeter Wave Networks: A MAC Layer Perspective. CoRR (2015)
Hossein Shokri Ghadikolaei, Carlo Fischione, Gábor Fodor, Petar Popovski, Michele Zorzi
Millimeter Wave Cellular Networks: A MAC Layer Perspective. CoRR (2015)
Hossein Shokri Ghadikolaei, Lazaros Gkatzikis, Carlo Fischione
Beam-searching and Transmission Scheduling in Millimeter Wave Communications. CoRR (2015)
Hossein Shokri Ghadikolaei, Yuzhe Xu, Lazaros Gkatzikis, Carlo Fischione
User association and the alignment-throughput tradeoff in millimeter wave networks. RTSI (2015)
Hossein Shokri Ghadikolaei, Carlo Fischione, Gábor Fodor, Petar Popovski, Michele Zorzi
Millimeter Wave Cellular Networks: A MAC Layer Perspective. IEEE Trans. Commun. 63 (10) (2015)
Hossein Shokri Ghadikolaei, Ioannis Glaropoulos, Viktoria Fodor, Carlo Fischione, Anthony Ephremides
Green sensing and access: energy-throughput trade-offs in cognitive networking. IEEE Commun. Mag. 53 (11) (2015)
Hossein Shokri Ghadikolaei, Ioannis Glaropoulos, Viktória Fodor, Carlo Fischione, Anthony Ephremides
Green Sensing and Access: Energy-Throughput Tradeoffs in Cognitive Networking. CoRR (2015)
Hossein Shokri Ghadikolaei, Carlo Fischione
Distributed random sensing order analysis and optimization in cognitive radio systems. ICC (2014)
Hossein Shokri Ghadikolaei, Carlo Fischione
Analysis and Optimization of Distributed Random Sensing Order in Cognitive Radio Networks. CoRR (2014)
Hossein Shokri Ghadikolaei, Carlo Fischione
Random sensing order in cognitive radio systems: Performance evaluation and optimization. INFOCOM Workshops (2014)
Hossein Shokri Ghadikolaei, Younes Abdi, Masoumeh Nasiri-Kenari
Analytical and learning-based spectrum sensing time optimisation in cognitive radio systems. IET Commun. 7 (5) (2013)
Hossein Shokri Ghadikolaei, Fatemeh Sheikholeslami, Masoumeh Nasiri-Kenari
Distributed Multiuser Sequential Channel Sensing Schemes in Multichannel Cognitive Radio Networks. IEEE Trans. Wirel. Commun. 12 (5) (2013)
Hossein Shokri Ghadikolaei, Ioannis Glaropoulos, Viktoria Fodor, Carlo Fischione, Konstantinos D. Dimou
Energy Efficient Spectrum Sensing and Handoff Strategies in Cognitive Radio Networks. CoRR (2013)
Hossein Shokri Ghadikolaei, Younes Abdi, Masoumeh Nasiri-Kenari
Learning-based spectrum sensing time optimization in cognitive radio systems. IST (2012)
Hossein Shokri Ghadikolaei, Masoumeh Nasiri-Kenari
Sensing matrix setting schemes for cognitive networks and their performance analysis. IET Commun. 6 (17) (2012)
Hossein Shokri Ghadikolaei, Masoumeh Nasiri-Kenari
Optimal and suboptimal sensing sequences in multiuser cognitive radio networks. IST (2012)
Hossein Shokri Ghadikolaei, Rajab Fallahi
Intelligent Sensing Matrix Setting in Cognitive Radio Networks. IEEE Commun. Lett. 16 (11) (2012)
Hossein Shokri Ghadikolaei, Younes Abdi, Masoumeh Nasiri-Kenari
Analytical and Learning-Based Spectrum Sensing Time Optimization in Cognitive Radio Systems CoRR (2011)
Hossein Shokri Ghadikolaei, Masoumeh Nasiri-Kenari
Sensing Matrix Setting Schemes for Cognitive Networks and Their Performance Analysis CoRR (2011)