Zhiguo Yu

MobileRaT: A Lightweight Radio Transformer Method for Automatic Modulation Classification in Drone Communication Systems

Qinghe Zheng, Xinyu Tian, Zhiguo Yu et al. · Drones · 2023 · 131 citations · Full text

Wireless Communications, Automatic Modulation Classification, Amc Accuracy +17

A real-time constellation image classification method of wireless communication signals based on the lightweight network MobileViT

Qinghe Zheng, Sergio Saponara, Xinyu Tian et al. · Cognitive Neurodynamics · 2023 · 131 citations · Full text

Wireless Communications, Mobile Signal Processing, Engineering +8

DL-PR: Generalized automatic modulation classification method based on deep learning with priori regularization

Qinghe Zheng, Xinyu Tian, Zhiguo Yu et al. · Engineering Applications of Artificial Intelligence · 2023 · 99 citations

Priori Regularization, Modulation, Engineering +9

A real-time transformer discharge pattern recognition method based on CNN-LSTM driven by few-shot learning

Qinghe Zheng, Ruoyu Wang, Xinyu Tian et al. · Electric Power Systems Research · 2023 · 82 citations

Few-shot Learning, Convolutional Neural Network, Engineering +6

Application of wavelet-packet transform driven deep learning method in PM2.5 concentration prediction: A case study of Qingdao, China

Qinghe Zheng, Xinyu Tian, Zhiguo Yu et al. · Sustainable Cities and Society · 2023 · 73 citations

Pm2.5 Concentration Prediction, Engineering, Machine Learning +5