AMSCN: A Novel Dual-Task Model for Automatic Modulation Classification and Specific Emitter Identification

AMSCN: A Novel Dual-Task Model for Automatic Modulation Classification and Specific Emitter Identification

Specific emitter identification (SEI) and automatic modulation classification (AMC) are generally two separate tasks in the field of radio monitoring. Both tasks have similarities in terms of their application scenarios, signal modeling, feature engineering, and classifier design. It is feasible and...

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Bibliographic Details
Main Authors: Shanchuan Ying, Sai Huang, Shuo Chang, Jiashuo He, Zhiyong Feng
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Sensors
Subjects:
specific emitter identification (SEI)
automatic modulation classification (AMC)
deep learning
multitask learning
Online Access:https://www.mdpi.com/1424-8220/23/5/2476

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