高级搜索

留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

曲线交叠外推的微动多目标宽带分辨算法

魏嘉琪 张磊 刘宏伟 盛佳恋

魏嘉琪, 张磊, 刘宏伟, 盛佳恋. 曲线交叠外推的微动多目标宽带分辨算法[J]. 电子与信息学报, 2019, 41(12): 2889-2895. doi: 10.11999/JEIT190033
引用本文: 魏嘉琪, 张磊, 刘宏伟, 盛佳恋. 曲线交叠外推的微动多目标宽带分辨算法[J]. 电子与信息学报, 2019, 41(12): 2889-2895. doi: 10.11999/JEIT190033
Jiaqi WEI, Lei ZHANG, Hongwei LIU, Jialian SHENG. A Novel Micro-motion Multi-target Wideband Resolution Algorithm Based on Curve Overlap Extrapolation[J]. Journal of Electronics & Information Technology, 2019, 41(12): 2889-2895. doi: 10.11999/JEIT190033
Citation: Jiaqi WEI, Lei ZHANG, Hongwei LIU, Jialian SHENG. A Novel Micro-motion Multi-target Wideband Resolution Algorithm Based on Curve Overlap Extrapolation[J]. Journal of Electronics & Information Technology, 2019, 41(12): 2889-2895. doi: 10.11999/JEIT190033

曲线交叠外推的微动多目标宽带分辨算法

doi: 10.11999/JEIT190033
基金项目: 国家自然科学基金(61771372,61771367),上海市自然科学基金(16ZR1434900)
详细信息
    作者简介:

    魏嘉琪:女,1994年生,博士生,研究方向为ISAR成像

    张磊:男,1984年生,副教授,研究方向为SAR/ISAR成像与运动补偿

    刘宏伟:男,1971年生,教授,研究方向为宽带雷达信号处理

    盛佳恋:女,1987年生,工程师,研究方向为SAR/ISAR成像,太赫兹雷达信号处理

    通讯作者:

    张磊 leizhang@xidian.edu.cn

  • 中图分类号: TN957.52

A Novel Micro-motion Multi-target Wideband Resolution Algorithm Based on Curve Overlap Extrapolation

Funds: The National Natural Science Foundation of China (61771372, 61771367), The Natural Science Foundation of Shanghai (16ZR1434900)
  • 摘要: 针对传统的微多普勒特征提取技术难以解决多目标分辨和微动参数估计这一问题,该文针对进动多目标,提出一种曲线交叠外推的微动多目标宽带分辨算法。该算法以各个滤波数据点间的相对距离为准则,结合各曲线的历史斜率信息,对交叠点后的点迹进行外推估计,实现各个分量信号微动曲线的区分关联。在此基础上,通过分析各曲线的微动特性差异实现多目标分辨。仿真实验验证了所提算法的有效性和稳定性。
  • 图  1  多目标模型

    图  2  弹道目标散射模型示意图

    图  3  整体思路图

    图  4  算法流程图

    图  5  距离-慢时间回波

    图  6  点迹凝聚处理结果

    图  7  数据关联结果

    图  8  RTS平滑结果

    图  9  文献[16]区分关联结果

    图  10  曲线估计结果相似度

    表  1  实验锥体目标参数

    锥体高度$H\left( {\rm{m}} \right)$质心到锥顶距离$d\left( {\rm{m}} \right)$底面半径$r\left( {\rm{m}} \right)$自旋频率${f_{\rm s}}\left( {\rm{Hz}} \right)$锥旋频率${f_{\rm c}}\left( {\rm{Hz}} \right)$进动角$\theta \left( {^ \circ } \right)$
    目标11.260.420.253510
    目标23.500.821.644615
    下载: 导出CSV

    表  2  雷达系统主要参数

    参数数值
    载频${f_0}$10 GHz
    带宽$B$1 GHz
    脉冲宽度${t_{\rm{p}}}$10 μs
    脉冲重复周期prf100 Hz
    驻留时间$T\;\;$1 s
    雷达视线方位角$\alpha $90$^ \circ $
    雷达视线俯仰角$\beta $60$^ \circ $
    下载: 导出CSV

    表  3  微动参数估计结果

    曲线1曲线2曲线3曲线4
    进动频率$\left( {{\rm{Hz}}} \right)$5.13336.09715.99245.0565
    下载: 导出CSV
  • CHEN V C, LI Fayin, HO S S, et al. Micro-Doppler effect in radar: phenomenon, model, and simulation study[J]. IEEE Transactions on Aerospace and Electronic Systems, 2006, 42(1): 2–21. doi: 10.1109/TAES.2006.1603402
    张群, 胡健, 罗迎, 等. 微动目标雷达特征提取、成像与识别研究进展[J]. 雷达学报, 2018, 7(5): 531–547. doi: 10.12000/JR18049

    ZHANG Qun, HU Jian, LUO Ying, et al. Research progresses in radar feature extraction, imaging, and recognition of target with micro-motions[J]. Journal of Radars, 2018, 7(5): 531–547. doi: 10.12000/JR18049
    SPARR T and KRANE B. Time-frequency analysis of vibrating targets in airborne SAR systems[J]. IEE Proceedings - Radar, Sonar and Navigation, 2003, 150(3): 173–176. doi: 10.1049/ip-rsn:20030447
    束长勇, 张生俊, 黄沛霖, 等. 基于微多普勒的空间锥体目标微动分类[J]. 北京航空航天大学学报, 2017, 43(7): 1387–1394. doi: 10.13700/j.bh.1001-5965.2016.0500

    SHU Changyong, ZHANG Shengjun, HUANG Peilin, et al. Micro-motion classification of spatial cone target based on micro-Doppler[J]. Journal of Beijing University of Aeronautics and Astronautics, 2017, 43(7): 1387–1394. doi: 10.13700/j.bh.1001-5965.2016.0500
    FAN Huayu, REN Lixiang, LONG Teng, et al. A high-precision phase-derived range and velocity measurement method based on synthetic wideband pulse Doppler radar[J]. Science China Information Sciences, 2017, 60(8): 082301. doi: 10.1007/s11432-016-0097-4
    周叶剑, 张磊, 菅毛, 等. 多频调频稀疏分解的微动目标参数估计方法[J]. 电子与信息学报, 2017, 39(10): 2360–2365. doi: 10.11999/JEIT170163

    ZHOU Yejian, ZHANG Lei, JIAN Mao, et al. Micro-motion estimation for ballistic targets with multi-frequency chirp decomposition[J]. Journal of Electronics &Information Technology, 2017, 39(10): 2360–2365. doi: 10.11999/JEIT170163
    LIU Yongxiang, CHEN Hangyong, LI Xiang, et al. Radar micro-motion target resolution[C]. 2006 International Conference on Radar. Shanghai, China, 2006. doi: 10.1109/ICR.2006.343363.
    罗迎, 龚逸帅, 陈怡君, 等. 基于跟踪脉冲的MIMO雷达多目标微动特征提取[J]. 雷达学报, 2018, 7(5): 575–584. doi: 10.12000/JR18035

    LUO Ying, GONG Yishuai, CHEN Yijun, et al. Multi-target micro-motion feature extraction based on tracking pulses in MIMO radar[J]. Journal of Radars, 2018, 7(5): 575–584. doi: 10.12000/JR18035
    何其芳, 张群, 罗迎, 等. 正弦调频Fourier-Bessel变换及其在微动目标特征提取中的应用[J]. 雷达学报, 2018, 7(5): 593–601. doi: 10.12000/JR17069

    HE Qifang, ZHANG Qun, LUO Ying, et al. A sinusoidal frequency modulation Fourier-Bessel transform and its application to micro-Doppler feature extraction[J]. Journal of Radars, 2018, 7(5): 593–601. doi: 10.12000/JR17069
    杨陈, 池龙, 张群, 等. 正弦调频傅里叶变换的自旋微动群目标分辨[J]. 空军工程大学学报: 自然科学版, 2016, 17(3): 51–56. doi: 10.3969/j.issn.1009-3516.2016.03.010

    YANG Chen, CHI Long, ZHANG Qun, et al. Resolution of group targets with spinning micro-motion based on sinusoidal frequency modulation Fourier transform[J]. Journal of Air Force Engineering University:Natural Science Edition, 2016, 17(3): 51–56. doi: 10.3969/j.issn.1009-3516.2016.03.010
    杨陈, 池龙, 张群, 等. 基于宽带雷达距离-慢时间像的自旋微动群目标分辨[J]. 弹箭与制导学报, 2017, 37(3): 101–104. doi: 10.15892/j.cnki.djzdxb.2017.03.026

    YANG Chen, CHI Long, ZHANG Qun, et al. Resolution of group targets with spinning micro-motion based on the range slow-timeImage of broadband radar[J]. Journal of Projectiles,Rockets,Missiles and Guidance, 2017, 37(3): 101–104. doi: 10.15892/j.cnki.djzdxb.2017.03.026
    罗迎, 柏又青, 张群, 等. 弹道目标平动补偿与微多普勒特征提取方法[J]. 电子与信息学报, 2012, 34(3): 602–608. doi: 10.3724/SP.J.1146.2011.00607

    LUO Ying, BAI Youqing, ZHANG Qun, et al. Translational motion compensation and micro-Doppler feature extraction of ballistic targets[J]. Journal of Electronics &Information Technology, 2012, 34(3): 602–608. doi: 10.3724/SP.J.1146.2011.00607
    赵盟盟, 张群, 罗迎, 等. 点迹-曲线关联算法的旋转对称群目标分辨[J]. 空军工程大学学报: 自然科学版, 2015, 16(2): 43–48. doi: 10.3969/j.issn.1009-3516.2015.02.010

    ZHAO Mengmeng, ZHANG Qun, LUO Ying, et al. Distinguishing of rotationally symmetric group targets based on plot-curve association algorithm[J]. Journal of Air Force Engineering University:Natural Science Edition, 2015, 16(2): 43–48. doi: 10.3969/j.issn.1009-3516.2015.02.010
    赵盟盟, 张群, 陈怡君, 等. 一种用于空间群目标分辨的滑动窗轨迹跟踪算法[J]. 宇航学报, 2015, 36(10): 1187–1194. doi: 10.3873/j.issn.1000-1328.2015.10.013

    ZHAO Mengmeng, ZHANG Qun, CHEN Yijun, et al. A sliding window tracking algorithm for distinguishing space group targets[J]. Journal of Astronautics, 2015, 36(10): 1187–1194. doi: 10.3873/j.issn.1000-1328.2015.10.013
    李飞, 纠博, 邵长宇, 等. 目标微动参数估计的曲线跟踪算法[J]. 电波科学学报, 2013, 28(2): 278–284, 295. doi: 10.13443/j.cjors.2013.02.024

    LI Fei, JIU Bo, SHAO Changyu, et al. Curve tracking based parameter estimation of micro-motion[J]. Chinese Journal of Radio Science, 2013, 28(2): 278–284, 295. doi: 10.13443/j.cjors.2013.02.024
    邵长宇, 杜兰, 李飞, 等. 基于多目标跟踪的空间锥体目标微多普勒频率提取方法[J]. 电子与信息学报, 2012, 34(12): 2972–2977. doi: 10.3724/SP.J.1146.2012.00656

    SHAO Changyu, DU Lan, LI Fei, et al. Micro-Doppler extraction from space cone target based on multiple target tracking[J]. Journal of Electronics &Information Technology, 2012, 34(12): 2972–2977. doi: 10.3724/SP.J.1146.2012.00656
    刘思源. 自适应恒虚警研究与硬件设计[D]. [硕士论文], 西安电子科技大学, 2014.

    LIU Siyuan. Adaptive CFAR research and hardware logic design[D].[Master dissertation], Xidian University. 2014.
    程禹, 吴限德, 韩华, 等. 基于卡尔曼滤波和RTS事后平滑的GNSS共视时间比对算法[J]. 哈尔滨工程大学学报, 2018, 39(5): 915–920. doi: 10.11990/jheu.201702002

    CHENG Yu, WU Xiande, HAN Hua, et al. GNSS common-view time comparison algorithm based on Kalman filtering and Rauch-Tung-Streibel smoothing[J]. Journal of Harbin Engineering University, 2018, 39(5): 915–920. doi: 10.11990/jheu.201702002
    曹文杰. 空间锥体目标微多普勒提取与参数估计[D]. [硕士论文], 西安电子科技大学, 2014.

    CAO Wenjie. Micro-Doppler extraction and parameter estimation of the space cone-shaped target[D]. [Master dissertation], Xidian University, 2014.
  • 加载中
图(10) / 表(3)
计量
  • 文章访问数:  1806
  • HTML全文浏览量:  959
  • PDF下载量:  54
  • 被引次数: 0
出版历程
  • 收稿日期:  2019-01-15
  • 修回日期:  2019-04-24
  • 网络出版日期:  2019-05-22
  • 刊出日期:  2019-12-01

目录

    /

    返回文章
    返回