Geometrical Structure Classification of Target HRRP Scattering Centers Based on Dual Polarimetric $H/\alpha$ Features

IEEE Access

Teng Long¹  Yang Li¹  Yanhua Wang¹  Liang Zhang¹ 

[1] Radar Research Laboratory, School of Information and Electronics, Beijing Institute of Technology, Beijing, China;

关键词: High resolution range profile (HRRP) sequence;    dual polarization;    H/α decomposition;    geometrical structure classification;   

DOI  :  10.1109/ACCESS.2019.2942425

来源: DOAJ

【 摘 要 】

Polarimetric high resolution range profile (HRRP) contains the geometrical structural information along radar line-of-sight and has shown great potentials in target recognition. In existing researches, H/α decomposition has been applied to exploit global polarimetric features of a single HRRP from its spatially averaged coherent matrix, which loses target local scattering information. In this paper, we propose to apply the H/α decomposition along the slow time dimension in a dual polarimetric HRRP sequence. The H and α features are extracted for each target scattering center by averaging its samples in different observations of the HRRP sequence, which provides both target local high resolution and polarimetric scattering characteristics. We also design a novel six-zone H-α plane for geometrical structure classification of target scattering centers. Simulation and experimental results show the effectiveness of the proposed method and display its good potentials for practical applications.

【 授权许可】

Unknown