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 · 141 citations · Full text

Engineering, Aerospace Engineering, Electrical Engineering +15

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 · 140 citations · Full text

Computing, Electrical Engineering, Information Technology +13

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 · 105 citations

Computing, Computer Science, Electrical Engineering +14

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 · 90 citations

Computing, Computer Science, Machine Learning +10

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 · 76 citations

Computing, Meteorology, Air Pollution +16