HRRP synthesizing in presence of observation data loss: a new way

摘要：

A high-resolution range profile (HRRP) is the phasor sum of the time returns from different scatters on the target located within a resolution cell. In this paper, based on geometrical theory of diffraction (GTD) model, we analysis the whole process using traditional inverse discrete Fourier transform method (IDFT) to synthesis HRRP firstly. After that basis pursuit (BP), to obtain HRRP based on GTD model, is presented, which takes advantage of the fact that target HRRP is sparse in radar range window, so we can also obtain the synthesised range profile (SRP) correctly in presence of observation data loss. Compared with IDFT method, the SRP using sparsity as a prior (namely, using BP method) has higher resolution, lower sidelobe level and more robust to incomplete measurement data HRRP. Meanwhile, to avoid computational complexity in BP, we also presents greedy algorithm named Orthogonal Matching Pursuit (OMP) for approximating the solution of BP. Both theoretical analysis and simulation experiments illustrate the advantage of proposed method.

关键词： HRRP Compressed Sensing OMP BP GTD model

作者: Rong Fan Qun Wan Hongzhi Zhu

作者单位: School of Electronic Engineering, University of Electronic Science and Technology of China Chengdu, Tongfang Electronic Science and Technology Co.,Ltd. Jiujiang,China

会议类型: 国际会议

会议名称: 2011 IEEE CIE International Conference on Radar(2011年IEEE国际雷达会议RADAR 2011)

会议地点: 成都

会议语种:英文

页码: 654-657

在线出版日期: 2011-10-24（万方平台首次上网日期，不代表论文的发表时间）