ClST: A Convolutional Transformer Framework for Automatic Modulation Recognition by Knowledge Distillation

no code implementations • 29 Dec 2023 • Dongbin Hou, Lixin Li, Wensheng Lin, Junli Liang, Zhu Han

With the rapid development of deep learning (DL) in recent years, automatic modulation recognition (AMR) with DL has achieved high accuracy.

Automatic Modulation Recognition Knowledge Distillation

SemantIC: Semantic Interference Cancellation Towards 6G Wireless Communications

1 code implementation • 19 Oct 2023 • Wensheng Lin, Yuna Yan, Lixin Li, Zhu Han, Tad Matsumoto

This letter proposes a novel anti-interference technique, semantic interference cancellation (SemantIC), for enhancing information quality towards the sixth-generation (6G) wireless networks.

Decoder

Semantic-Forward Relaying: A Novel Framework Towards 6G Cooperative Communications

1 code implementation • 12 Oct 2023 • Wensheng Lin, Yuna Yan, Lixin Li, Zhu Han, Tad Matsumoto

This letter proposes a novel relaying framework, semantic-forward (SF), for cooperative communications towards the sixth-generation (6G) wireless networks.