ISAR Imaging of Maneuvering Target Based on the Local Polynomial Wigner Distribution and Integrated High-Order Ambiguity Function for Cubic Phase Signal Model

被引:81
|
作者
Wang, Yong [1 ]
Kang, Jian [1 ]
Jiang, Yicheng [1 ]
机构
[1] Harbin Inst Technol, Res Inst Elect Engn Technol, Harbin 150001, Peoples R China
基金
美国国家科学基金会;
关键词
Cubic phase signal (CPS); integrated high-order ambiguity function (IHAF); inverse synthetic aperture radar (ISAR); local polynomial Wigner distribution (LPWD); maneuvering target; RANGE-INSTANTANEOUS-DOPPLER; SHIP TARGET; FREQUENCY; RESOLUTION; ALGORITHM; REPRESENTATION; IMAGES; SNR;
D O I
10.1109/JSTARS.2014.2301158
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
This paper focuses on the novel approaches for inverse synthetic aperture radar (ISAR) imaging of maneuvering target. It is based on the assumption that the azimuth echoes in a range bin are modeled as multi-component cubic phase signal (CPS) after the translational motion compensation, and the ISAR image quality will be deteriorated by the conventional Fourier transform in the azimuth focusing. In this paper, two novel algorithms for parameters estimation of multi-component CPS based on the local polynomial Wigner distribution (LPWD) and integrated high-order ambiguity function (IHAF) are proposed, and the high-quality instantaneous ISAR image can be obtained by the estimated CPS parameters. The results of simulated and real aircraft data are provided to validate the effectiveness of the proposed methods.
引用
收藏
页码:2971 / 2991
页数:21
相关论文
共 40 条
  • [1] Asymptotic Statistical Performance of Local Polynomial Wigner Distribution for the Parameters Estimation of Cubic-Phase Signal With Application in ISAR Imaging of Ship Target
    Wang, Yong
    Zhao, Bin
    Kang, Jian
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2015, 8 (03) : 1087 - 1098
  • [2] ISAR Imaging of Fluctuating Ship Target Based on a Novel Approach for Cubic Chirplet Decomposition with Local Polynomial Wigner Distribution
    Yong Wang
    Jianjun Gao
    [J]. Journal of Harbin Institute of Technology(New series), 2017, (03) : 17 - 22
  • [3] ISAR Imaging of Fluctuating Ship Target Based on a Novel Approach for Cubic Chirplet Decomposition with Local Polynomial Wigner Distribution
    Yong Wang
    Jianjun Gao
    [J]. Journal of Harbin Institute of Technology, 2017, 24 (03) : 17 - 22
  • [4] Product high-order ambiguity function for multicomponent polynomial-phase signal modeling
    Barbarossa, S
    Scaglione, A
    Giannakis, GB
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1998, 46 (03) : 691 - 708
  • [5] ISAR Imaging of a Maneuvering Target Based on Parameter Estimation of Multicomponent Cubic Phase Signals
    Huang, Penghui
    Xia, Xiang-Gen
    Zhan, Muyang
    Liu, Xingzhao
    Liao, Guisheng
    Jiang, Xue
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
  • [6] ISAR imaging compensation of high speed targets based on integrated cubic phase function
    Tian, Biao
    Chen, Zengping
    Xu, Shiyou
    Liu, Yang
    [J]. MIPPR 2013: MULTISPECTRAL IMAGE ACQUISITION, PROCESSING, AND ANALYSIS, 2013, 8917
  • [7] Exploring lag diversity in the high-order ambiguity function for polynomial phase signals
    Zhou, GT
    Wang, Y
    [J]. PROCEEDINGS OF THE IEEE SIGNAL PROCESSING WORKSHOP ON HIGHER-ORDER STATISTICS, 1997, : 103 - 106
  • [8] Exploring lag diversity in the high-order ambiguity function for polynomial phase signals
    Zhou, GT
    Wang, Y
    [J]. IEEE SIGNAL PROCESSING LETTERS, 1997, 4 (08) : 240 - 242
  • [9] Generalized high-order phase function for parameter estimation of polynomial phase signal
    Wang, Pu
    Djurovic, Igor
    Yang, Jianyu
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2008, 56 (07) : 3023 - 3028
  • [10] On the use of high-order ambiguity function for multi-component polynomial phase signals
    Wang, Y
    Zhou, GT
    [J]. SIGNAL PROCESSING, 1998, 65 (02) : 283 - 296