Da-Min Shin

Deep Learning-Based Modulation Recognition with Multi-Scale Temporal Feature Extraction

2025

This paper studies a deep learning-driven method for identifying modulation types in communication signals without prior information. To effectively capture the relationship between points in the time-series data, we apply a multi-head self-attention mechanism. The …