Open set recognition algorithm based on Conditional Gaussian Encoder

For the existing Closed Set Recognition (CSR) methods mistakenly identify unknown jamming signals as a known class, a Conditional Gaussian Encoder (CG-Encoder) for 1-dimensional signal Open Set Recognition (OSR) is designed. The network retains the original form of the signal as much as possible and...

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Autores principales: Yan Tang, Zhijin Zhao, Chun Li, Xueyi Ye
Formato: article
Lenguaje:EN
Publicado: AIMS Press 2021
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Acceso en línea:https://doaj.org/article/0db59c50f2dc4138b8690ef160f795d6
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