Design of a novel wireless power system using machine learning techniques for drone applications

摘要

In this paper, the design of a novel wireless power transfer system utilizing drones with machine learning techniques is presented. Research on drones is currently a fast growing field with a great potential in many ubiquitous applications. The wireless power transfer system with the fixed operation frequency at 13.56MHz is applied to an 1-coil receiver on the drone, with an array of transmitter coils on the ground. This work presents an approach where the data is considered “classified” using machine learning techniques, which allows the accurate prediction of the drone's position, thus enhancing the wireless power transfer efficiency.