Zhenmiao Deng

Activity Classification Based on Feature Fusion of FMCW Radar Human Motion Micro-Doppler Signatures

Fahad Jibrin Abdu, Yixiong Zhang, Zhenmiao Deng · IEEE Sensors Journal · 2022 · 81 citations

TFA-Net: A Deep Learning-Based Time-Frequency Analysis Tool

Pingping Pan, Yunjian Zhang, Zhenmiao Deng et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 48 citations

Time-frequency Analysis, Recurrent Neural Network, Engineering +12

Deep Learning-Based 2-D Frequency Estimation of Multiple Sinusoidals

Pingping Pan, Yunjian Zhang, Zhenmiao Deng et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 41 citations

Data Augmentation, Engineering, Machine Learning +12

A Novel Monopulse Angle Estimation Method for Wideband LFM Radars

Yixiong Zhang, Qifan Liu, Ru-Jia Hong et al. · Sensors · 2016 · 33 citations · Full text

Radar, Array Processing, Engineering +12

Radar Signal Recognition Based on CNN With a Hybrid Attention Mechanism and Skip Feature Aggregation

Yuanpu Guo, Haixin Sun, Hui Liu et al. · IEEE Transactions on Instrumentation and Measurement · 2022 · 32 citations

Convolutional Neural Network, Engineering, Skip Feature Aggregation +17