“AI4GREEN is built around the need to build comprehensive, sophisticated and energy-efficient algorithms and solutions at both radio access and core networks, but also on data centers and storage while keeping in mind the emergence of new architectures and the development of smart grids.” – AI4Green
AI4Green project is important since in the recent years there have been exponential growth in mobile traffic, as well as in new mobile services. In the coming years even more objects are expected to be connected to a network. All these things together will make effective modelling, monitoring, and overall control of network traffic difficult, maybe even impossible. For this reason, effective methods are needed to address the challenges of network design, deployment, and management.
The main objective of the AI4Green project is to achieve about 30-40% improvement in end-to-end energy efficiency compared to current networks. Beside the main objective there are other goals that the project aims to achieve. Read more about the various goals of the project from AI4Green’s website.
Verkotan & AI4Green
Verkotan has participated in AI4Green project as part of the Finnish consortium. Verkotan’s role has been to test AI based methods for energy efficient network planning and analysis tools of measurement data developed by VTT and the University of Oulu. We have also experimented antenna measurements at 60GHz and studied speeding up possibilities of our Near Field to Far Field transformation computing.
Among other things, we have tested innovations produced during the AI4Green project. For example, we have
- Tested Ray Tracing software developed by the University of Oulu, which can be used in the design of energy efficient radio networks.
- Done development work to speed up our Near Field to Far Field software. In addition, visualisation methods over measurement results have been developed.
- Tested an AI based “clusterability detection” software designed by the Technical Research Centre of Finland (VTT). Testing was done with real 5G antenna measurement data.
- Performed antenna measurements for a 60GHz 5G radar device (8×4 MIMO) developed by VTT.
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