Waveform Level Intelligent Multi-Task Receiver With BiLSTM

Power of deep neural networks (NNs) has enabled tremendous effective applications for communication receiver design. In this letter, we demonstrate the possibility of constructing merely one NN to straightforwardly recover bit messages from waveform sequences of unknown modulation schemes without an additional timing synchronization module. The typical bidirectional LSTM (BiLSTM) structures are em...