Graphene based terahertz MIMO antenna with machine learning regression for 6G communications

Key Points

• Performance improves significantly with the integration of machine learning techniques.
• Key metrics indicate up to 30% better efficiency in signal transmission compared to traditional designs.
• Assessment using machine learning regression models demonstrates enhanced accuracy in predicting antenna performance metrics.
• This approach may enable further advancements in next-generation communication technologies with graphene-based materials.