6G – 6gmobile

-Ongoing-6G ML/AI Mobility RRM TestbedIntelligent Radio Resource and Mobility Management based on Federated Learning

The project aims to develop a novel artificial intelligence-based radio resource and mobility management concept exploiting federated learning with the individual management processes handled via cooperating machine learning-based algorithms.

6G, Radio resource management, Mobility management, Machine learning, Federated learning, Artificial intelligence

Major results and publications

-Ongoing-5G 6G Architecture Robots TestbedRemote Control of Robot in Inter-connected 5G Testbeds in Prague and Munich

The objective of this project is to carry out experiments and tests of an impact of 5G radio access network settings on key performance indicators related to control of a robot located in Munichand controlled from Prague and to identify potential bottlenecks and limitations of 5G for such remote control via the interconnected testbed in Munich and Prague.

Testbed, Remote robot control, 5G+, Performance

Major results and publications

-Ongoing-5G 6G MEC ML/AI Testbed VehicularPredictive allocation of edge computing resources for autonomous driving

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

5G 6G Architecture TestbedConnection of the two 5G testbeds in Prague and Munich

Interconnection of 5G+ tesbeds in Munich (TU Munich) and in Prague (6Gmobile research lab@CTU in Prague)

-Ongoing-6G D2D MEC ML/AI Mobility RRM UAVCooperation with the International Research Centre in Area of Digital Communication Systems

Machine learning for mobile network optimization and for image processing

HomeCategory6G

-Ongoing-6G ML/AI Mobility RRM TestbedIntelligent Radio Resource and Mobility Management based on Federated Learning

-Ongoing-5G 6G Architecture Robots TestbedRemote Control of Robot in Inter-connected 5G Testbeds in Prague and Munich

-Ongoing-5G 6G MEC ML/AI Testbed VehicularPredictive allocation of edge computing resources for autonomous driving

5G 6G Architecture TestbedConnection of the two 5G testbeds in Prague and Munich

-Ongoing-6G D2D MEC ML/AI Mobility RRM UAVCooperation with the International Research Centre in Area of Digital Communication Systems

6G ML/AI Mobility RRM UAVCommunication in Self-optimizing Mobile Networks with Drones

5G 6G Architecture D2D MEC ML/AI RRMCooperation with the International Research Centre in Area of Communication Systems

6G D2D ML/AI Mobility RRMCombined Radio Frequency and Visible Light Bands for Device-to-Device communication

5G 6G Architecture C-RAN MECMobile Edge Computing and Functional Splitting for Scheduling of Radio Resources