Publication
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.
Abstract
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.