Search Results for author: Chentao Yue

Found 3 papers, 0 papers with code

GNN-based Auto-Encoder for Short Linear Block Codes: A DRL Approach

no code implementations3 Dec 2024 Kou Tian, Chentao Yue, Changyang She, Yonghui Li, Branka Vucetic

An iterative joint training of the DRL-based code designer and the EW-GNN decoder is performed to optimize the end-end encoding and decoding process.

Decoder Deep Reinforcement Learning

A Scalable Graph Neural Network Decoder for Short Block Codes

no code implementations13 Nov 2022 Kou Tian, Chentao Yue, Changyang She, Yonghui Li, Branka Vucetic

In this work, we propose a novel decoding algorithm for short block codes based on an edge-weighted graph neural network (EW-GNN).

Decoder Graph Neural Network

Bayesian Neural Network Detector for an Orthogonal Time Frequency Space Modulation

no code implementations27 Jun 2022 Alva Kosasih, Xinwei Qu, Wibowo Hardjawana, Chentao Yue, Branka Vucetic

The orthogonal time-frequency space (OTFS) modulation is proposed for beyond 5G wireless systems to deal with high mobility communications.

Bayesian Inference

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