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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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Principais autores: Shanchuan Ying, Sai Huang, Shuo Chang, Jiashuo He, Zhiyong Feng
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2023-02-01
Serier:Sensors
Fag:
specific emitter identification (SEI)
automatic modulation classification (AMC)
deep learning
multitask learning
Online adgang:https://www.mdpi.com/1424-8220/23/5/2476
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