A Semi-Supervised Modulation Identification in MIMO Systems: A Deep Learning Strategy

A Semi-Supervised Modulation Identification in MIMO Systems: A Deep Learning Strategy

Accurate modulation identification of the received signals is undoubtedly a central component in multiple-input multiple-output (MIMO) communication systems, facilitating the demodulation task. This study presents a flexible and semi-supervised deep learning-driven strategy for automatic modulation...

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Bibliographic Details
Main Authors: Sofya Bouchenak, Rachid Merzougui, Fouzi Harrou, Abdelkader Dairi, Ying Sun
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Modulation recognition
MIMO systems
deep learning
GAN
semi-supervised anomaly detection
Online Access:https://ieeexplore.ieee.org/document/9832883/

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