Publikation

Experimental Results for Artificial Intelligence-based Self-Organized 5G Networks

Wei Jiang, Mathias Strufe, Hans Dieter Schotten

In: The 28th Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC 2017). IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC-2017) October 8-13 Montreal QC Canada IEEE 2017.

Abstrakt

Currently, mobile networks are still managed in a manual and semi-automatic manner, which are costly and time-consuming. For the forthcoming Fifth Generation (5G) system, the large-scale, heterogeneous, software-defined and virtualized infrastructure simply become unmanageable if no innovative managing paradigm is applied. In this paper, we introduce an intelligent framework that takes advantage of artificial intelligence to realize a highly self-organized network management. An intelligent 5G test-bed including its closed-loop control and enabling algorithms are presented. The experimental results reveal that applying artificial intelligence in the field of network management is both feasible and effective.

Projekte

Deutsches Forschungszentrum für Künstliche Intelligenz
German Research Center for Artificial Intelligence