Doppler-modulated feature modeling and radar target recognition

Hong Luo; Peikang Huang; Xiaojian Xu; Jinghong Mao

doi:10.1117/12.277134

23 June 1997 Doppler-modulated feature modeling and radar target recognition

Hong Luo, Peikang Huang, Xiaojian Xu, Jinghong Mao

Proceedings Volume 3069, Automatic Target Recognition VII; (1997) https://doi.org/10.1117/12.277134
Event: AeroSense '97, 1997, Orlando, FL, United States

Abstract

In the paper, we first present a general electromagnetic scattering model on the Doppler modulated features, i.e. the secondary modulation defined in the paper, resulting from the rotor rotation, propeller blades rotation and JEM. In addition, the airframe backscattering is given by dynamic facets modeling method for simulating the radar Doppler echoes. The processing of the measuring data shows the validity of the simulated radar echoes with the secondary modulation. A modified autocorrelation function is defined and used as the preliminary feature extraction of the secondary modulation, which is corresponding to the spectral analysis in frequency domain. Moreover, wavelet packets analysis performs the further feature extraction. Compared with 1D time domain feature extraction, 2D feature plane of wavelet packets decomposition show the higher correct recognition probability with the real-time classifier of fuzzy pattern comparator.

Citation Download Citation

Hong Luo, Peikang Huang, Xiaojian Xu, and Jinghong Mao "Doppler-modulated feature modeling and radar target recognition", Proc. SPIE 3069, Automatic Target Recognition VII, (23 June 1997); https://doi.org/10.1117/12.277134

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