Аналіз і класифікація методів штучного інтелекту при застосуванні до задач оптимізації в мережах 6G

Abstract

This work reviews and analyzes methods and technical solutions in network optimization and its performance in 6G based on artificial intelligence. Without optimization measures in mobile networks, providing high-quality services to customers and maintaining demanded performance is impossible, so it was decided to introduce AI and machine learning methods for the next-generation mobile networks. This will allow for more efficient resource allocation and segmentation of elements without additional administration efforts, which will be mentioned and discussed in this work.