Published in 2023 International Conference on Information Networking (ICOIN), IEEE, 2023
Applies reinforcement learning for dynamic resource allocation in 5G heterogeneous networks.
Recommended citation: Allagiotis, F., Bouras, C., Kokkinos, V., Gkamas, A., & Pouyioutas, P. (2023). "Reinforcement Learning Approach for Resource Allocation in 5G HetNets." IEEE ICOIN 2023.
Published in Advances in Engineering Research, Nova Science Publishers, 2022
A book chapter surveying emerging radio resource management and ML techniques for 5G.
Recommended citation: Bouras, C., et al. (2022). "An Introduction of Upcoming Radio Resource Management Techniques for 5G Networks." Advances in Engineering Research. Nova Science Publishers.
Published in 2022 IEEE Symposium on Computers and Communications (ISCC), 2022
Applies machine learning to reduce energy consumption in 5G small cell networks.
Recommended citation: Allagiotis, F., Bouras, C., & Kokkinos, V. (2022). "A Machine Learning Mechanism for Improved Energy Consumption in 5G Small Cells." IEEE ISCC 2022.
Published in 13th IFIP Wireless and Mobile Networking Conference (WMNC), 2021
Proposes a mechanism for optimizing and evaluating MIMO performance in 5G networks.
Recommended citation: Tzanakos, D., Allagiotis, F., Kokkinos, V., & Bouras, C. (2021). "A Mechanism for 5G MIMO Performance Optimization and Evaluation." WMNC 2021.