Micro-Doppler based target recognition with radars: A review

A Hanif, M Muaz, A Hasan, M Adeel - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
… Jiang, “Regularized 2-D complex-log spectral analysis and subspace reliability analysis
of micro-Doppler signature for UAV detection,” Pattern Recognit., vol. 69, pp. 225–237, Sep. …

Micro-Doppler feature extraction of micro-rotor UAV under the background of low SNR

W He, J Sun, X Zhang, Z Liu - Journal of Systems Engineering …, 2022 - ieeexplore.ieee.org
… A regularized 2D complex-log spectral method is proposed to … and subspace reliability
analysis of microDoppler signature … signal time-frequency analysis & its application in speech sig…

Micro-Doppler signature-based detection, classification, and localization of small UAV with long short-term memory neural network

Y Sun, S Abeywickrama, L Jayasinghe… - … on Geoscience and …, 2020 - ieeexplore.ieee.org
… , “Regularized 2-D complex-log spectral analysis and subspace reliability analysis of
micro-Doppler … Su, “Cyclostationary phase analysis on micro-Doppler parameters for radar-based …

A three-step classification framework to handle complex data distribution for radar UAV detection

J Ren, X Jiang - Pattern Recognition, 2021 - Elsevier
… the regularized 2-D complex-log Fourier transform to extract spectrogram-like features and
the subspace reliability analysis … Thirdly, the weak micro-Doppler signatures are enhanced by …

Classification of UAV and Ground Targets By Micro-Doppler Signatures Based on PD Surveillance Radar

B Ma, B Chen, Z Zhang, D Diao… - 2021 CIE International …, 2021 - ieeexplore.ieee.org
… [1] Jianfeng Ren, Xudong Jiang, “Regularized 2-D complex-log spectral analysis and
subspace reliability analysis of micro-Doppler signature for UAV detection,” Pattern Recognition, …

[HTML][HTML] Extraction of micro-doppler feature using LMD algorithm combined supplement feature for UAVs and birds classification

T Dai, S Xu, B Tian, J Hu, Y Zhang, Z Chen - Remote Sensing, 2022 - mdpi.com
… from other targets by using a 2-D complex spectrum. Oh et al. … a logarithm and using
regularization of the spectrogram. The … SRA [3] for subspace analysis in terms of test EER and F A …

UAVs and birds classification using robust coordinate attention synergy residual split-attention network based on micro-Doppler signature measurement by using L …

T Dai, L Mei, Y Zhang, B Tian, R Guo, T Wang, S Du… - Measurement, 2023 - Elsevier
… proposed a regularized 2-D complex-log-… spectrum provides spectral distribution caused
by the mD effect. Thus, the Doppler spectrum has been considered an effective tool to analyze

Theoretical and experimental analysis of radar micro-Doppler signature modulated by rotating blades of drones

J Gong, J Yan, D Li, R Chen, F Tian… - IEEE Antennas and …, 2020 - ieeexplore.ieee.org
… Jiang, “Regularized 2-D complex-log spectral analysis and subspace reliability analysis
of micro-Doppler signature for UAV detection,” Pattern Recognit., vol. 69, pp. 225–237, 2017. …

Narrowband radar automatic target recognition based on a hierarchical fusing network with multidomain features

Y Gao, Y Zhou, Y Wang, Z Zhuo - IEEE Geoscience and …, 2020 - ieeexplore.ieee.org
… -UAV targets using a complex log spectrum method. Instead of … Doppler component to the
micro-Doppler component, are also … parameters, which are constrained by L2 regularization. …

Classification of targets using statistical features from range fft of mmwave fmcw radars

J Bhatia, A Dayal, A Jha, SK Vishvakarma, S Joshi… - Electronics, 2021 - mdpi.com
… using cyclostationary phase analysis on micro-Doppler parameters based on … regularized
2D complex-log spectral analysis and micro-Doppler signature subspace reliability analysis in […