I. Introduction
Human interaction with various technical devices requires new control devices, and thus the creation of software and hardware for identification of hand gestures in real time [1]–[5]. Therefore, the development of the structure and algorithms for these devices in a combination with the advantages of Infineon microcontrollers [6] and the use of neural networks will allow implementing simple and cheap, efficient and reliable control devices without touching the sensor plane.