Projects

The goal of the project is the design of the novel and efficient models of the spectrum sharing and trading mechanisms in the cognitive radio networks. The special emphasis is put on the exploiting of the agent-based models incorporating strong interdisciplinary...

The spectrum utilization efficiency is one of the most challenging issues related to the 5th generation mobile networks. The main goal of the project is to jointly optimize the functionality of the spectrum sensing and sharing parameters and investigate...

The goal of this project is to provide deep speech and handwriting analysis and investigate whether speech and handwriting can be used for diagnosis and monitoring of hepatic encephalopathy and whether there exists relationship between speech, handwriting...

The project goal is the design of the novel original methods for the energy efficient heterogeneous (HetNet) topologies to be considered in 5G+ wireless communication standard.

The basic goals within the project are the design of new heuristic algorithms based on the application of machine and deep learning to optimize the performance of the 5G network, verification of these algorithms in realistic models and studies as well...

Feature selection (FS) has become a significant part of the data processing pipeline.FS techniques reduce the original feature space without transformation so that the original features are preserved and cogent interpretation is possible.

Joint allocation of computing and radio resources based on blockchain for secure distributed processing of the complex applications for autonomous driving.