Deep learning-based sequential models for multi-user detection with M-PSK for downlink NOMA wireless communication systems

B Panda, P Singh - Annals of Telecommunications, 2023 - Springer
Non-orthogonal multiple access (NOMA) techniques have the potential to achieve large
connectivity requirements for future-generation wireless communication. NOMA detection …

Variational Mode Decomposition for Deep Convolutional Neural Networks in Underwater Acoustic Communication

Y Jiang, Y Chen, X Xing - 2023 - researchsquare.com
Recently, the application of deep convolutional neural networks (DCNN) in underwater
acoustic communication has become a growing research hotspot. However, it is hindered by …

[引用][C] Analysis and Improvement of Channel Equalization for Underwater Acoustic Communication Based on Variational Mode Decomposition and CNN-BiLSTM

Y Jiang, X Xing - International Journal of Pattern Recognition and …, 2023 - World Scientific
Neural networks, including conventional neural networks (CNNs) and long-and short-term
memory (LSTM) networks, have gained considerable attention in recent years due to their …