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RISNet: a Dedicated Scalable Neural Network Architecture for Optimization of Reconfigurable Intelligent Surfaces


Dec 06, 2022
Bile Peng, Finn Siegismund-Poschmann, Eduard A. Jorswieck

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Two-Hop Age of Information Scheduling for Multi-UAV Assisted Mobile Edge Computing: FRL vs MADDPG


Jun 19, 2022
Marjan Tajik, Mohammadreza Maleki, Nader Mokari, Mohammad Reza Javan, Hamid Saeedi, Bile Peng, Eduard A. Jorswieck

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Toward a Smart Resource Allocation Policy via Artificial Intelligence in 6G Networks: Centralized or Decentralized?


Feb 18, 2022
Ali Nouruzi, Atefeh Rezaei, Ata Khalili, Nader Mokari, Mohammad Reza Javan, Eduard A. Jorswieck, Halim Yanikomeroglu

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* Submitted to IEEE for possible publications 

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AI-based Robust Resource Allocation in End-to-End Network Slicing under Demand and CSI Uncertainties


Feb 10, 2022
Amir Gharehgoli, Ali Nouruzi, Nader Mokari, Paeiz Azmi, Mohamad Reza Javan, Eduard A. Jorswieck

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Reconfigurable Intelligent Surface Enabled Spatial Multiplexing with Fully Convolutional Network


Jan 08, 2022
Bile Peng, Jan-Aike Termöhlen, Cong Sun, Danping He, Ke Guan, Tim Fingscheidt, Eduard A. Jorswieck

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Multi Agent Reinforcement Learning Trajectory Design and Two-Stage Resource Management in CoMP UAV VLC Networks


Dec 03, 2021
Mohammad Reza Maleki, Mohammad Robat Mili, Mohammad Reza Javan, Nader Mokari, Eduard A. Jorswieck

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* 12 pages, 11 figures 

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AI-Based Radio Resource Management and Trajectory Design in CoMP UAV VLC Networks


Nov 22, 2021
Mohammad Reza Maleki, Mohammad Robat Mili, Mohammad Reza Javan, Nader Mokari, Eduard A. Jorswieck

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* 12 pages, 11 figures 

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AI-based Radio Resource Management and Trajectory Design for PD-NOMA Communication in IRS-UAV Assisted Networks


Nov 06, 2021
Hussein M. Hariz, Saeed Sheikhzadeh, Nader Mokari, Mohammad R. Javan, B. Abbasi-Arand, Eduard A. Jorswieck

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AI-Based Radio Resource Management and Trajectory Design in CoMP UAV VLC Networks: Constant Velocity Vs. Constant Acceleration


Nov 06, 2021
Mohammad Reza Maleki, Mohammad Robat Mili, Mohammad Reza Javan, Nader Mokari, Eduard A. Jorswieck

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* 12 pages, 12 figures 

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Reconfigurable Intelligent Surface Phase Hopping for Ultra-Reliable Communications


Jul 25, 2021
Karl-Ludwig Besser, Eduard A. Jorswieck

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* 30 pages, 12 figures 

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