Yunhao Shi

ConvLSTMAE: A Spatiotemporal Parallel Autoencoders for Automatic Modulation Classification

Yunhao Shi, Hua Xu, Lei Jiang et al. · IEEE Communications Letters · 2022 · 38 citations

Wireless Communications, Low Snr, Automatic Modulation Classification +14

GAF-MAE: A Self-Supervised Automatic Modulation Classification Method Based on Gramian Angular Field and Masked Autoencoder

Yunhao Shi, Hua Xu, Yue Zhang et al. · IEEE Transactions on Cognitive Communications and Networking · 2023 · 31 citations

Specific Emitter Identification Against Unreliable Features Interference Based on Time-Series Classification Network Structure

Yinghui Liu, Hua Xu, Zisen Qi et al. · IEEE Access · 2020 · 21 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

Few-Shot Modulation Classification Method Based on Feature Dimension Reduction and Pseudo-Label Training

Yunhao Shi, Hua Xu, Lei Jiang et al. · IEEE Access · 2020 · 14 citations · Full text

Few-shot Learning, Convolutional Neural Network, Engineering +17

Allocation method of communication interference resource based on deep reinforcement learning of maximum policy entropy

Ning Rao, Hua Xu, Zisen Qi et al. · Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University · 2021 · 11 citations · Full text