电子电气工程与控制

联合调频率拐点与FrFT的多分量LFM干扰抑制方法

  • 戚连刚 ,
  • 韩颜泽 ,
  • 王亚妮 ,
  • 国强 ,
  • Kaliuzhny MYKOLA
展开
  • 1. 哈尔滨工程大学 信息与通信工程学院, 哈尔滨 150001;
    2. 中国电子科技集团公司第十研究所 敏捷智能计算四川省重点实验室, 成都 610036;
    3. 先进船舶通信与信息技术工业和信息化部重点实验室, 哈尔滨 150001;
    4. 哈尔科夫国立无线电电子大学, 哈尔科夫 61166

收稿日期: 2021-12-21

  修回日期: 2022-05-20

  网络出版日期: 2022-05-19

基金资助

国家自然科学基金(62101155,62071140);中央高校基本科研业务费专项资金(3072022CF0801);国家重点研发计划(2018YFE0206500)

Multi-component LFM interference suppression method based on chirp rate turning point and FrFT

  • QI Liangang ,
  • HAN Yanze ,
  • WANG Yani ,
  • GUO Qiang ,
  • Kaliuzhny MYKOLA
Expand
  • 1. College of Information and Communication Engineering, Harbin Engineering University, Harbin 150001, China;
    2. Agile and Intelligent Computing Key Laboratory of Sichuan Province, The 10th Research Institute of China Electronics Technology Corporation, Chengdu 610036, China;
    3. Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, Harbin 150001, China;
    4. Kharkiv National University of Radio Electronics, Kharkiv 61166, Ukraine

Received date: 2021-12-21

  Revised date: 2022-05-20

  Online published: 2022-05-19

Supported by

National Natural Science Foundation of China (62101155,62071140);Research Funds for the Central Universities under Grant (3072022CF0801);National Key R&D Plan (2018YFE0206500)

摘要

针对单天线卫星导航接收机在抑制多分量线性调频(LFM)干扰过程中信噪比损失较大的问题,提出了一种联合调频率拐点信息与分数阶傅里叶变换(FrFT)的多分量LFM干扰抑制方法。首先,分析LFM干扰信号时域差分数据的模值在单周期内的单调性和周期起止点的非连续性;然后,采用奇异值分解(SVD)对差分结果进行重构以估计干扰调频率拐点区间;进而,选取干扰单个周期中心区域进行FrFT最优阶数搜索与噪声能量估计;最后,在分数阶傅里叶域剔除干扰成分并在时域去除残余干扰。实验结果表明:所提方法能够在干噪比大于10 dB时提升输出信干噪比与捕获效果。

本文引用格式

戚连刚 , 韩颜泽 , 王亚妮 , 国强 , Kaliuzhny MYKOLA . 联合调频率拐点与FrFT的多分量LFM干扰抑制方法[J]. 航空学报, 2022 , 43(8) : 326840 -326840 . DOI: 10.7527/S1000-6893.2022.26840

Abstract

The single-antenna satellite navigation receiver has a large loss of signal-to-noise ratio in the process of suppressing multi-component Linear Frequency Modulation (LFM) interference. To solve this problem, a multi-component LFM interference suppression method is proposed based on the chirp rate turning point and Fractional Fourier Transforml (FrFT). Firstly, the monotonicity of the modulo value of the time-domain differential data of the LFM interference signal in a single cycle and the discontinuity of the value at the start and end points of the cycle are analyzed. Secondly, the difference results are reconstructed by Singular Value Decomposition (SVD) to estimate the chirp rate turning point interval of the LFM frequency. Then, the center area of a single period of interference is selected for FrFT optimal order search and noise energy estimation. Finally, the interference components and the residual interference in the fractional Fourier domain and the time domain are removed, respectively. Simulation results show that the proposed method can improve the output signal-to-interference-to-noise ratio and capture effect when the interference-to-noise ratio is greater than 10 dB.

参考文献

[1] 喻思琪, 张小红, 郭斐, 等. 卫星导航进近技术进展[J]. 航空学报, 2019, 40(3): 022200. YU S Q, ZHANG X H, GUO F, et al. Recent advances in precision approach based on GNSS[J]. Acta Aeronautica et Astronautica Sinica, 2019, 40(3): 022200 (in Chinese).
[2] MORALES-FERRE R, RICHTER P, FALLETTI E, et al. A survey on coping with intentional interference in satellite navigation for manned and unmanned aircraft[J]. IEEE Communications Surveys & Tutorials, 2019, 22(1): 249-291.
[3] 王纯, 张林让, 罗丰. 基于Kalman滤波的GPS/INS接收机自适应干扰抑制方法[J]. 航空学报, 2013, 34(6): 1414-1423. WANG C, ZHANG L R, LUO F. Adaptive interference suppression method based on Kalman filter in GPS/INS receiver[J]. Acta Aeronautica et Astronautica Sinica, 2013, 34(6): 1414-1423 (in Chinese).
[4] LI X H, CHEN F Q, LU Z K, et al. Overview of anti-jamming technology based on GNSS single-antenna receiver[C]//ICGDA 2020: Proceedings of the 2020 3rd International Conference on Geoinformatics and Data Analysis, 2020: 96-104.
[5] MITCH R H, DOUGHERTY R C, PSIAKI M L, et al. Signal characteristics of civil GPS jammers[C]//The 24th International Technical Meeting of the Satellite Division of the Institute of Navigation, 2011: 1907-1919.
[6] WANG P, CETIN E, DEMPSTER A G, et al. GNSS interference detection using statistical analysis in the time-frequency domain[J]. IEEE Transactions on Aerospace and Electronic Systems, 2018, 54(1): 416-428.
[7] MORONG T, PURIČER P, KOVŘ P. Study of the GNSS jamming in real environment[J]. International Journal of Electronics and Telecommunications, 2019, 65(1): 65-70.
[8] ZHANG H Y, CHEN F Q, LOU S Q, et al. Effect analysis of GNSS traditional interference suppression method on fast chirp interference[J]. Journal of Physics: Conference Series, 2019, 1314(1): 012055.
[9] REZAEI M J, ABEDI M, MOSAVI M R. New GPS anti-jamming system based on multiple short-time Fourier transform[J]. IET Radar, Sonar & Navigation, 2016, 10(4): 807-815.
[10] MOSAVI M R, PASHAIAN M, REZAEI M J, et al. Jamming mitigation in global positioning system receivers using wavelet packet coefficients thresholding[J]. IET Signal Processing, 2015, 9(5): 457-464.
[11] SUN K W, JIN T, YANG D K. An improved time-frequency analysis method in interference detection for GNSS receivers[J]. Sensors (Basel, Switzerland), 2015, 15(4): 9404-9426.
[12] WANG P, CETIN E, DEMPSTER A G, et al. Improved characterization of GNSS jammers using short-term time-frequency rényi entropy[J]. IEEE Transactions on Aerospace and Electronic Systems, 2018, 54(4): 1918-1930.
[13] 黄克武, 陶然, 吴葵, 等. 分数阶傅里叶域与时域联合干扰抑制研究[J]. 中国科学: 技术科学, 2011, 41(10): 1393-1404. HUANG K W, TAO R, WU K, et al. Study on interference suppression based on joint fractional Fourier domain and time domain[J]. Scientia Sinica (Technologica), 2011, 41(10): 1393-1404 (in Chinese).
[14] 席闯, 常青, 李舸争, 等. 基于分数阶傅里叶变换的GNSS接收机抗线性调频干扰技术研究[J]. 导航定位与授时, 2018, 5(5): 54-60. XI C, CHANG Q, LI G Z, et al. Research on LFM interference suppression technology based on fractional Fourier transform in GNSS receiver[J]. Navigation Positioning and Timing, 2018, 5(5): 54-60 (in Chinese).
[15] ALDIMASHKI O, SERBES A. Performance of chirp parameter estimation in the fractional Fourier domains and an algorithm for fast chirp-rate estimation[J]. IEEE Transactions on Aerospace and Electronic Systems, 2020, 56(5): 3685-3700.
[16] 刘利民, 李豪欣, 李琦, 等. 基于分数阶傅里叶变换的低信噪比线性调频信号参数快速估计算法[J]. 电子与信息学报, 2021, 43(10): 2798-2804. LIU L M, LI H X, LI Q, et al. A fast signal parameter estimation algorithm for linear frequency modulation signal under low signal-to-noise ratio based on fractional Fourier transform[J]. Journal of Electronics & Information Technology, 2021, 43(10): 2798-2804 (in Chinese).
[17] 王传丹, 张忠培, 李少谦. 变换域通信系统中干扰信号的逐次消除[J]. 电子与信息学报, 2008, 30(10): 2439-2441. WANG C D, ZHANG Z P, LI S Q. Interferences mitigation one by one in transform domain communication system[J]. Journal of Electronics & Information Technology, 2008, 30(10): 2439-2441 (in Chinese).
[18] ZHAO X Z, YE B Y. Separation of single frequency component using singular value decomposition[J]. Circuits, Systems, and Signal Processing, 2019, 38(1): 191-217.
[19] DAN K. A singularly valuable decomposition: The SVD of a matrix[J]. The College Mathematics Journal, 1996, 27(1): 2-23.
[20] 赵学智, 邵啟鹏, 叶邦彦, 等. 奇异值分解中考虑频率因素的矩阵维数[J]. 机械工程学报, 2019, 55(16): 7-16. ZHAO X Z, SHAO Q P, YE B Y, et al. Matrix dimension considering frequency factor in singular value decomposition[J]. Journal of Mechanical Engineering, 2019, 55(16): 7-16 (in Chinese).
[21] QI L G, WANG Y N, GUO Q, et al. Modulation period resampling technique against multiple PFM interferers for single antenna GNSS receivers[J]. IEEE Communications Letters, 2020, 24(10): 2309-2313.
文章导航

/