Exploring Massive MIMO Technology Artificial Intelligence-Driven Solutions for Future Communications

The aim of this study is to explore in depth the application and potential of Massive MIMO (Massive Multiple Input Multiple Output) technology in modern communications. Emphasis will be placed on analyzing the application of Massive MIMO in different service scenarios, the ability to meet specific service requirements, and the ideas and advantages of the technical solutions. Particular attention will be paid to how the performance of communication networks can be optimized through position estimation and weights adaptation of user equipment (UE), as well as self-learning definitions, values and processes based on Massive MIMO scenarios. In addition, the study will cover the evaluation and validation of the model to ensure the effectiveness and feasibility of the proposed scenarios in practical applications. The aim of this research is to provide practical experience and guidance to operators and equipment manufacturers on commercial AI-based Massive MIMO techniques to drive the future development of communication networks.