Spectrum sensing based on adversarial transfer learning

Abstract Recently, deep learning (DL) based spectrum sensing (SS) has drawn much attention due to its better capacity of feature extraction and superb performance. However, the model robustness of the DL based scheme is limited by reason of the dynamic radio environment, leading to the floating of s...

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Bibliographic Details
Main Authors: Jiawu Miao, Yuebo Li, Xiaojun Jing, Fangpei Zhang, Junsheng Mu
Format: Article
Language:English
Published: Wiley 2022-10-01
Series:IET Communications
Online Access:https://doi.org/10.1049/cmu2.12459