Abstract: In this paper, we propose a novel decoding method for Quantum Low-Density Parity-Check (QLDPC) codes based on Graph Neural Networks (GNNs). Similar to the Belief Propagation (BP)-based QLDPC ...

Abstract: With the increasing demand for the reliability of HF communication, there is an urgent need to explore new methods to enhance its performance. We design an HF communication system based on ...