Xiaoyu Zhou

Automatic Modulation Classification Based on Deep Residual Networks With Multimodal Information

Peihan Qi, Xiaoyu Zhou, Shilian Zheng et al. · IEEE Transactions on Cognitive Communications and Networking · 2020 · 181 citations

Convolutional Neural Network, Automatic Modulation Classification, Engineering +17

Toward Next-Generation Signal Intelligence: A Hybrid Knowledge and Data-Driven Deep Learning Framework for Radio Signal Classification

Shilian Zheng, Xiaoyu Zhou, Luxin Zhang et al. · IEEE Transactions on Cognitive Communications and Networking · 2023 · 73 citations · Full text

Automatic Modulation Classification, Engineering, Machine Learning +18

FedBKD: Heterogenous Federated Learning via Bidirectional Knowledge Distillation for Modulation Classification in IoT-Edge System

Peihan Qi, Xiaoyu Zhou, Yuanlei Ding et al. · IEEE Journal of Selected Topics in Signal Processing · 2022 · 62 citations

Artificial Intelligence, Engineering, Machine Learning +19

Forecasting of Automobile Sales Based on Support Vector Regression Optimized by the Grey Wolf Optimizer Algorithm

Fei Qu, Yi-ting Wang, Wen-hui Hou et al. · Mathematics · 2022 · 28 citations · Full text

Forecasting Methodology, Engineering, Business Intelligence +17

Detection of Direct Sequence Spread Spectrum Signals Based on Deep Learning

Fei Wei, Shilian Zheng, Xiaoyu Zhou et al. · IEEE Transactions on Cognitive Communications and Networking · 2022 · 28 citations

Convolutional Neural Network, Engineering, Machine Learning +9