Micro-motion Target Classification Based on FMCW Radar Using Extended Residual Neural Network

[1]  Chi-Chih Chen,et al.  Micro-Doppler characteristics of pedestrians and bicycles for automotive radar sensors at 77 GHz , 2017, 2017 11th European Conference on Antennas and Propagation (EUCAP).

[2]  Taneli Riihonen,et al.  Shallow Neural Networks for mmWave Radar Based Recognition of Vulnerable Road Users , 2020, 2020 12th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP).

[3]  André Bourdoux,et al.  Indoor Person Identification Using a Low-Power FMCW Radar , 2018, IEEE Transactions on Geoscience and Remote Sensing.

[4]  Pedro J. Navarro,et al.  A Systematic Review of Perception System and Simulators for Autonomous Vehicles Research , 2019, Sensors.

[5]  Sungyoung Lee,et al.  DRAN: Densely Reversed Attention based Convolutional Network for Diabetic Retinopathy Detection , 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

[6]  Xinhua Liu,et al.  Classification of Human Motions Using Micro-Doppler Radar in the Environments with Micro-Motion Interference , 2019, Sensors.

[7]  Sungyoung Lee,et al.  Convolutional Networks with Bracket-Style Decoder for Semantic Scene Segmentation , 2018, 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

[8]  Dong-Seong Kim,et al.  Learning Constellation Map with Deep CNN for Accurate Modulation Recognition , 2020, GLOBECOM 2020 - 2020 IEEE Global Communications Conference.

[9]  Kiyoung Kim,et al.  Bimodal learning via trilogy of skip-connection deep networks for diabetic retinopathy risk progression identification , 2019, Int. J. Medical Informatics.

[10]  Dong-Seong Kim,et al.  Image representation of pose-transition feature for 3D skeleton-based action recognition , 2020, Inf. Sci..

[11]  Dong-Seong Kim,et al.  Exploiting a low-cost CNN with skip connection for robust automatic modulation classification , 2020, 2020 IEEE Wireless Communications and Networking Conference (WCNC).

[12]  Dong-Seong Kim,et al.  Chain-Net: Learning Deep Model for Modulation Classification Under Synthetic Channel Impairment , 2020, GLOBECOM 2020 - 2020 IEEE Global Communications Conference.

[13]  Dong-Seong Kim,et al.  Learning 3D spatiotemporal gait feature by convolutional network for person identification , 2020, Neurocomputing.

[14]  Cunqian Feng,et al.  Micro-Doppler-Based Space Target Recognition with a One-Dimensional Parallel Network , 2020, International Journal of Antennas and Propagation.

[15]  H. Wechsler,et al.  Micro-Doppler effect in radar: phenomenon, model, and simulation study , 2006, IEEE Transactions on Aerospace and Electronic Systems.

[16]  Martin Vossiek,et al.  MIMO-FMCW Radar-Based Parking Monitoring Application With a Modified Convolutional Neural Network With Spatial Priors , 2018, IEEE Access.

[17]  Dong-Seong Kim,et al.  Physical Activity Recognition With Statistical-Deep Fusion Model Using Multiple Sensory Data for Smart Health , 2021, IEEE Internet of Things Journal.

[18]  Carmine Clemente,et al.  'The Micro-Doppler Effect in Radar' by V.C. Chen , 2012 .

[19]  Dong-Seong Kim,et al.  Underwater Acoustic Target Classification Based on Dense Convolutional Neural Network , 2022, IEEE Geoscience and Remote Sensing Letters.

[20]  Thien Huynh-The,et al.  Encoding Pose Features to Images With Data Augmentation for 3-D Action Recognition , 2020, IEEE Transactions on Industrial Informatics.

[21]  Dong-Seong Kim,et al.  MCNet: An Efficient CNN Architecture for Robust Automatic Modulation Classification , 2020, IEEE Communications Letters.

[22]  Petros Daras,et al.  UAV Classification with Deep Learning Using Surveillance Radar Data , 2019, ICVS.

[23]  Andrew M. Wallace,et al.  RADIO: Parameterized Generative Radar Data Augmentation for Small Datasets , 2020 .

[24]  Francesco Fioranelli,et al.  Practical classification of different moving targets using automotive radar and deep neural networks , 2018, IET Radar, Sonar & Navigation.

[25]  Xiaonian Wang,et al.  Road-Segmentation-Based Curb Detection Method for Self-Driving via a 3D-LiDAR Sensor , 2018, IEEE Transactions on Intelligent Transportation Systems.