A Deep Learning Enabled Universal DPD System

Facing the severe power consumption and energy efficiency challenges in 5G era, a novel DPD solution enabled by deep learning and big data is proposed. This is a flexible system suitable for various wireless network architectures and diverse application scenarios. The architecture, mechanism and deployment strategy along with its advantages are presented. Preliminary validation and analyses are also illustrated for the feasibility.