Lantu Guo

Overcoming Data Limitations: A Few-Shot Specific Emitter Identification Method Using Self-Supervised Learning and Adversarial Augmentation

Chao Liu, Xue Fu, Yu Wang et al. · IEEE Transactions on Information Forensics and Security · 2023 · 130 citations

Few-shot Learning, Data Limitations, Engineering +16

Few-Shot Specific Emitter Identification Using Asymmetric Masked Auto-Encoder

Zhisheng Yao, Xue Fu, Lantu Guo et al. · IEEE Communications Letters · 2023 · 93 citations

Convolutional Neural Network, Engineering, Machine Learning +13

Ultralight Convolutional Neural Network for Automatic Modulation Classification in Internet of Unmanned Aerial Vehicles

Lantu Guo, Yu Wang, Yuchao Liu et al. · IEEE Internet of Things Journal · 2024 · 46 citations

Automatic Modulation Classification Using Deep Residual Neural Network with Masked Modeling for Wireless Communications

Yang Peng, Lantu Guo, Jun Yan et al. · Drones · 2023 · 42 citations · Full text

Wireless Communications, Convolutional Neural Network, Modulation +19

A-GCRNN: Attention Graph Convolution Recurrent Neural Network for Multi-Band Spectrum Prediction

Xile Zhang, Lantu Guo, Cui Ben et al. · IEEE Transactions on Vehicular Technology · 2023 · 34 citations

Frequency Band, Spectrum Prediction, Engineering +11