In this paper, we propose a pre-trained-combined neural network (PTCN) as a
comprehensive solution to the inverse design of an integrated photonic circuit. By utilizing …

This article proposes a novel method for detecting coronavirus disease 2019 (COVID-19) in
an underground channel using visible light communication (VLC) and machine learning …

Abstract Indoor Optical Wireless Communication (OWC) provides a promising solution for
high-capacity, low-latency, and electromagnetic interference-resistant wireless …

This paper proposes an end-to-end optical camera communications (OCC) system using an
autoencoder neural network trained to recover the transmitted symbols. Although OCC …

Visible Light Communication (VLC) is emerging as a promising technology to meet the
demands of fifth-generation (5G) networks and the Internet of Things (IoT). This study …

This paper investigates the potential of end-to-end learning as a means to improve the
performance and reliability of wireless communication systems. Unlike traditional …

기존 방송용 LED 조명 제어방법은 RGB LED 에 3 자극치 이론을 적용한 LED 전류제어를
사용한다. 제어의 편의성을 위해 이러한 제어방법은 1 차 선형함수로 근사하거나 시행착오를 …

To control the LED lighting for broadcasting, LED current control using tri-stimulus values is
used for RGB LEDs. For the convenience of control, this control is approximated as a linear …