The Importance of Expert Knowledge for Automatic Modulation Open Set Recognition
Taotao Li,
Zhenyu Wen,
Yang Long
et al.
Abstract:Automatic modulation classification (AMC) is an important technology for the monitoring, management, and control of communication systems. In recent years, machine learning approaches are becoming popular to improve the effectiveness of AMC for radio signals. However, the automatic modulation open-set recognition (AMOSR) scheme that aims to identify the known modulation types and recognize the unknown modulation signals is not well studied. Therefore, in this paper, we propose a novel multi-modal marginal prot… Show more
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