A lightweight deep learning architecture for automatic modulation classification of wireless internet of things

• Published in: IET communications Vol. 18; no. 18; pp. 1220 - 1230
• Main Authors: Han, Jia, Yu, Zhiyong, Yang, Jian
• Format: Journal Article
• Language: English
• Published: Wiley 01.11.2024
• Subjects: automatic modulation classification; deep learning; self‐attention; spectral correlation function; spectrum sensing; wireless Internet of Things

The wireless Internet of Things (IoT) is widely used for data transmission in power systems. Wireless communication is an important part of the IoT. The existing modulation classification algorithms have low classification accuracy when facing strong electromagnetic interference, which causes decodi...