An Interpretable Explanation Approach for Signal Modulation Classification

Signal modulation classification (SMC) has attracted extensive attention for its wide application in the military and civil fields. The current direction of combining deep-learning (DL) technology with wireless communication technology is developing hotly. DL models are riding high in the field of S...

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Veröffentlicht in:	IEEE transactions on instrumentation and measurement 2024, Vol.73, p.1-13
Hauptverfasser:	Bai, Jing, Lian, Yuheng, Wang, Yiran, Ren, Junjie, Xiao, Zhu, Zhou, Huaji, Jiao, Licheng
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Classification Computational modeling Data models Decision tree Decision trees Deep learning explainable AI Feature extraction intelligent signal processing interpretable deep learning (DL) Machine learning Military applications Modulation modulation classification Predictive models Signal classification Signal to noise ratio Wireless communications
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