CrossTLNet: A Multitask-Learning-Empowered Neural Network with Temporal Convolutional Network–Long Short-Term Memory for Automatic Modulation Classification

CrossTLNet: A Multitask-Learning-Empowered Neural Network with Temporal Convolutional Network–Long Short-Term Memory for Automatic Modulation Classification

Amidst the evolving landscape of non-cooperative communication, automatic modulation classification (AMC) stands as an essential pillar, enabling adaptive and reliable signal processing. Due to the advancement of deep learning (DL) technology, neural networks have found application in AMC. However,...

Full description

Bibliographic Details
Main Authors: Gujiuxiang Gao, Xin Hu, Boyan Li, Weidong Wang, Fadhel M. Ghannouchi
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Electronics
Subjects:
automatic modulation classification
temporal convolutional network
long short-term memory network
cross-attention
multitask learning
knowledge distillation
Online Access:https://www.mdpi.com/2079-9292/12/22/4668

Internet

https://www.mdpi.com/2079-9292/12/22/4668

Similar Items