WDCGAN-GSMR: A more accurate framework for small-sample radar signal modulation recognition

Key Points

• Enhanced modulation recognition accuracy is achieved using the WDCGAN-GSMR framework with small-sample radar signals.
• In experiments, the framework shows a significant performance increase, with improvements noted in modulation classification tasks.
• Assessment includes machine learning techniques designed specifically for radar signal data, incorporating data augmentation.
• Significance highlights the need for effective modulation recognition methods in radar technologies, potentially aiding in various applications.