|Horizon 2020 call||H2020-ICT-2020-2|
|Topic||Call ICT-52-2020: 5G PPP – Smart Connectivity beyond 5G|
|Type of Action||RIA|
|Start date||January 1st, 2021|
|Project title||6G BRAINS: Bringing Reinforcement learning Into Radio Light Network for Massive Connections|
Website: www.6g-brains.eu Social media: Coming Soon Contact: 6G-BRAINS-Contact@5g-ppp.eu
6G BRAINS aims to bring AI-driven multi-agent Deep Reinforcement learning (DRL) to perform resource allocation over and beyond massive machine-type communications with new spectrum links including THz and optical wireless communications (OWC) to enhance the performance with regard to capacity, reliability and latency for future industrial networks.
The project proposes a novel comprehensive cross-layer DRL driven resource allocation solution to support the massive connections over device-to-device (D2D) assisted highly dynamic cell-free network enabled by Sub-6 GHz/mmWave/THz/OWC and high resolution 3D Simultaneous Localization and Mapping (SLAM) of up to 1 mm accuracy.
The enabling technologies in 6G BRAINS focus on four major aspects including disruptive new spectral links, highly dynamic D2D cell-free network modelling, intelligent end-to-end network architecture integrating the multi-agent DRL scheme and AI-enhanced high-resolution 3D SLAM data fusion.
The developed technologies will be widely applicable to various vertical sectors such as Industry 4.0, intelligent transportation, eHealth, etc.
List of Participants
|2||UNIVERSITY OF LEICESTER||UK|
|4||BRUNEL UNIVERSITY LONDON||UK|
|5||ASSOCIATION ISEP – EDOUARD BRANLY||FR|
|6||RUNEL NGMT LTD||IL|
|7||UNIVERSITY OF THE WEST OF SCOTLAND||UK|
|10||ROBERT BOSCH GMBH||DE|
|11||FRAUNHOFER GESELLSCHAFT ZUR FOERDERUNG DER ANGEWANDTEN FORSCHUNG E.V.||DE|
|13||THALES SIX GTS FRANCE SAS||FR|
|14||TELEKOM DEUTSCHLAND GMBH||DE|