Yuchen Sun

Autoencoder-based OFDM for Agricultural Image Transmission

2022

With the rapid development of the Internet of Things (IoT), smart agricultural puts forward higher demands on the transmission of agricultural big data. This paper proposes an end-to-end learning communication with autoencoder-based orthogonal frequency division …

Quantum-enhanced feature learning: a hybrid QCNN for multi-category classification on NISQ devices

2025 · Physica Scripta

Abstract Quantum Machine Learning (QML) has emerged as a promising paradigm that leverages the principles of quantum mechanics—such as superposition and entanglement—to overcome the limitations of classical machine learning in handling complex, high-dimensional data. However, …