kumoh national institute of technology
Networked Systems Lab.

Real-time Systems

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An Intelligent Modulation Classification for 5G & UAV Communications
By : Ade Pitra Hermawan
Date : 2019-04-30
Views : 438

In  the military applications, modulation plays as an important role as an encryption of the data, by implementing different kind of modulation can prevent unknown receivers to recover the message easily. Since automatic modulation classification (AMC) is needed for such condition, a system is proposed which can classify the modulation type of the incoming signal by comparing several kinds of deep learning algorithms and find the best accuracy and the best processing time among those algorithms. Huge signal dataset with random modulation type is used as an input, the system then classify of the incoming signal, and labeled the type of the signal as the output. four kinds of deep learning is used, and 24 kinds of modulation signal is the output of the system.