학술논문

전력선통신 시스템을 위한 인공지능 기반 스펙트럼 할당 기법
Spectrum Assignment Scheme Based on Artificial Intelligence for Power Line Communication Systems
Document Type
Article
Text
Source
한국위성정보통신학회논문지, 06/30/2017, Vol. 12, Issue 2, p. 46-50
Subject
power line communications
artificial intelligence
spectrum assignment
support vector machine
classification
Language
Korean
ISSN
2384-3853
Abstract
In this paper, we propose an artificial intelligence based spectrum allocation scheme for power line communication system. The frequency band of the transmitted signal can be adjusted through the spectrum allocation technique, thereby avoiding interference. This improves the performance of the transmission signal and the spectral efficiency. Through the simulation results, we show that the proposed spectrum allocation technique improves the spectral efficiency and improve the communication performance.