Design and Implementation of Remote Controlling System Using GAN in Optical Camera Communication

This article illustrates the controlling mechanism along with data transmission using optical camera communication in both line-of-sight and non-line-of sight (NLOS) environment. The transmitter of system is mainly composite microcontroller (Arduino Mega), DHT sensor, two LEDs, four push button switches. Here, LEDs are continuously transmitting control signal. signal operated through We have used different signals that transmitted from by collecting surrounding temperature humidity sensor. entire operations processed controlled arduino programming a microcontroller. COOK modulation technique for this system. For reception, we laptop's five exposure times based on rolling shutter effect camera. A logistic regression algorithm applied to recognize LED normalized intensity stripe patterns. receiver capable collect under certain conditions, if light source obstructed an object deep neural network. Again, Generative Adversial Network (GAN) as decoder reduce BER during moving scenario NLOS conditions. Different activation functions GAN model find optimum solution However, archived maximum 2.5 m distance 10-4 BER. program designed Python 3.8.