Kai-Yuan Jiang

Deep learning-based signal modulation recognition algorithm in complex electromagnetic environments

Automatic modulation recognition (AMR) is a key technology in cognitive radio and intelligent communication systems. Although recurrent neural networks such as LSTM can effectively capture temporal dependencies of signals, they have limited capability in modeling long-range global features.[1]In contrast, Transformers...