Ronghui Zhang

Device-Free Wireless Sensing for Human Detection: The Deep Learning Perspective

Ronghui Zhang, Xiaojun Jing, Sheng Wu et al. · IEEE Internet of Things Journal · 2020 · 131 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Wi-Fi Sensing for Joint Gesture Recognition and Human Identification From Few Samples in Human-Computer Interaction

Ronghui Zhang, Chunxiao Jiang, Sheng Wu et al. · IEEE Journal on Selected Areas in Communications · 2022 · 101 citations

Engineering, Biometrics, Wearable Technology +17

AMCRN: Few-Shot Learning for Automatic Modulation Classification

Quan Zhou, Ronghui Zhang, Junsheng Mu et al. · IEEE Communications Letters · 2021 · 68 citations

Few-shot Learning, Convolutional Neural Network, Automatic Modulation Classification +11

A Resource-Efficient Cross-Domain Sensing Method for Device-Free Gesture Recognition With Federated Transfer Learning

Wanbin Qi, Ronghui Zhang, Jiaen Zhou et al. · IEEE Transactions on Green Communications and Networking · 2023 · 25 citations

Engineering, Machine Learning, Data Science +15

Machine Learning-Based 5G RAN Slicing for Broadcasting Services

Junsheng Mu, Xiaojun Jing, Yangying Zhang et al. · IEEE Transactions on Broadcasting · 2021 · 24 citations

Channel Modeling, 5G Network Slicing, Engineering +12