ISAR imaging of target with complex motion associated with the fractional Fourier transform

被引:9
|
作者
Xin, Hong-Cai [1 ,2 ]
Bai, Xia [3 ,4 ]
Song, Yu-E [5 ]
Li, Bing-Zhao [1 ,2 ]
Tao, Ran [3 ,4 ]
机构
[1] Beijing Inst Technol, Sch Math & Stat, Beijing 100081, Peoples R China
[2] Beijing Inst Technol, Beijing Key Lab MCAACI, Beijing 100081, Peoples R China
[3] Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
[4] Beijing Inst Technol, Beijing Key Lab Fract Signals & Syst, Beijing 100081, Peoples R China
[5] Beijing Polytech Coll, Sch Elect & Informat Engn, Beijing 100042, Peoples R China
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
Inverse synthetic aperture radar (ISAR); Parameter estimation; Quadratic frequency-modulated (QFM) signal; Fractional Fourier transform (FrFT); PARAMETER-ESTIMATION; MANEUVERING TARGETS; FAST ALGORITHM; FREQUENCY; RECONSTRUCTION; SIGNALS;
D O I
10.1016/j.dsp.2018.09.012
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
High-resolution inverse synthetic aperture radar (ISAR) imaging based on parameter estimation of polynomial phase signal is a quite significant research hotspot, in which the azimuth echo can be modeled as multi-component quadratic frequency modulation (QFM) signal after preprocessing, which leads to the time-varying Doppler frequency. In this paper, an effective parameter estimation method called the product form of symmetric correlation function based on the fractional Fourier transform (PFrSCF) is proposed. In proposed method, a novel symmetric correlation function is used to reduce phase order of QFM signal firstly. Then, the PFrSCF can estimate two parameters of QFM signal simultaneously by the fractional Fourier transform and suppress cross term by the product in fractional Fourier transform domain. Compared with other methods, the PFrSCF is capable of suppressing cross term effectively and ensuring the good accuracy of parameters. Moreover, the PFrSCF is robust in noisy environment. Finally, associated with range-instantaneous-Doppler imaging technology, a novel ISAR imaging algorithm is presented based on PFrSCF method. The performances of PFrSCF method and the corresponding ISAR imaging algorithm of target are verified by simulated and real data. (C) 2018 Elsevier Inc. All rights reserved.
引用
收藏
页码:332 / 345
页数:14
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