Deep learning based massive MIMO beamforming for 5G mobile network

T Maksymyuk, J Gazda, O Yaremko… - 2018 IEEE 4th …, 2018 - ieeexplore.ieee.org
The rapid increasing of the data volume in mobile networks forces operators to look into
different options for capacity improvement. Thus, modern 5G networks became more …

Blockchain-based intelligent network management for 5G and beyond

T Maksymyuk, J Gazda, L Han… - 2019 3rd international …, 2019 - ieeexplore.ieee.org
The concept of spectrum and infrastructure sharing appeared to solve the problem by
allowing operators to cooperate between each other. However, the current architecture of …

An IoT based monitoring framework for software defined 5G mobile networks

T Maksymyuk, S Dumych, M Brych, D Satria… - Proceedings of the 11th …, 2017 - dl.acm.org
This paper presents a new approach for comprehensive monitoring of software defined 5G
mobile network by using IoT (Internet of Things) based framework. The proposed framework …

BlockSD‐5GNet: Enhancing security of 5G network through blockchain‐SDN with ML‐based bandwidth prediction

A Rahman, MSI Khan, A Montieri… - Transactions on …, 2024 - Wiley Online Library
The fifth generation (5G) of mobile communications is the most exciting emerging
technology for researchers and scientists to get the full benefit of a network system …

Development of the iBeacon's positioning algorithm for indoor scenarios

V Andrushchak, T Maksymyuk… - … and Technology (PIC …, 2018 - ieeexplore.ieee.org
In future mobile communication systems the most of data usage is expected within indoor
environment such as big entertainment and shopping centers, subway, etc. Therefore, the …

Intelligent spectrum management in 5G mobile networks based on recurrent neural networks

T Maksymyuk, L Han, S Larionov… - 2019 IEEE 15th …, 2019 - ieeexplore.ieee.org
Tremendous traffic growth in modern mobile networks requires complete rethinking of the
spectrum management in order to provide high network throughput in conditions of limited …

Game theoretical framework for multi-operator spectrum sharing in 5G heterogeneous networks

T Maksymyuk, M Brych, Y Klymash… - … and Technology (PIC …, 2017 - ieeexplore.ieee.org
Spectrum scarcity is one of the most important problems in modern mobile networks. In order
to satisfy continuously increasing traffic demands, new approaches are needed to improve …

Intelligent data flows management for performance improvement of optical label switched network

V Andrushchak, T Maksymyuk… - … on Advanced Trends …, 2018 - ieeexplore.ieee.org
Modern optical transport networks are currently facing an unprecedented traffic growth
driven by rapid development of cloud technologies, Internet of Things and ubiquitous …

Eavesdropping-resilient wireless communication system based on modified OFDM/QAM air interface

T Maksymyuk, M Beshley, M Klymash… - … on Advanced Trends …, 2018 - ieeexplore.ieee.org
Modern military communication systems are currently facing an important issue with the
security. The rapid technological development provides us with the new advanced …

Designing the industrial and environmental monitoring system based on the internet of things architecture

M Klymash, T Maksymyuk, S Dumych… - 2018 IEEE 4th …, 2018 - ieeexplore.ieee.org
Internet of Things (IoT) architecture is developing rapidly to provide new services and
applications for different aspects of our life. In particular, IoT enables flexible and scalable …