基于数据关联处理的重频参差雷达信号分选方法

柳征; 高超; 李悦

doi:10.11999/JEIT170793

基于数据关联处理的重频参差雷达信号分选方法

doi: 10.11999/JEIT170793

柳征¹,
高超¹,
李悦²

1.
(国防科技大学电子科学学院长沙 410073) ②(中国人民解放军32032部队北京 100000)

计量
- 文章访问数: 1917
- HTML全文浏览量: 264
- PDF下载量: 188
- 被引次数: 0
出版历程
- 收稿日期: 2017-08-07
- 修回日期: 2018-01-22
- 刊出日期: 2018-05-19

Signal Sorting Algorithm for Stagger Pulse Repetition Interval Radar Based on Data Association Processing

1.
(State Key Laboratory of Compler Electromagnetic Enviroment Effects on Electronics and Information System, National University of Defense Technology, Changsha 410073, China)
2.
(No.32032 of the Chinese People&rsquo

摘要

摘要: 该文针对电子侦察信号盲分选的技术难题，结合重频参差调制模式的特点，提出基于数据统计聚类和关联匹配的处理方法，对序列中含有重频参差调制的脉冲进行调制模式识别、参差序列分析和脉冲提取。实验仿真表明在脉冲丢失和虚假脉冲干扰的情况下，所提方法可以有效进行重频参差模式识别和参差排定次序分析，实现脉冲信号的盲分选，具有较强的鲁棒性。
- 信号盲分选 /
- 重频参差 /
- 关联匹配 /
- 统计聚类
Abstract: To solve the technical problem of blind sorting of electronic interception signal, combined with the characteristics of pulse repetition interval stagger mode, based on the statistical clustering and data association, the algorithm for stagger pulse repetition interval pattern recognition is proposed, sequence analysis and signal sorting is carried out. The simulation results show that the proposed method can effectively dispose the blind signal sorting process and has strong robustness in case of missing and spurious pulses.
- Signal blind sorting /
- Stagger pulse repetition interval /
- Association matching /
- Statistical clustering

HTML全文

参考文献(27)

丁鹭飞, 耿富录. 雷达原理[M]. 西安: 西安电子科技大学出版社, 2014: 383-416.

DING Lufei and GENG Fulu. The Principles of Radar[M]. Xi,an: Publishing House of Electronic Industry, 2004: 383-416.

RICHARD G. ELIENT: The Interception and Analysis of Radar Signals[M]. New York: Artech House, 2006: 214-219.

MARDIA H K. New techniques for the deinterleaving of repetitive sequences[J]. IEE Proceedings F Radar and Signal Processing, 1989, 136(4): 149-154.

MILOJEVIC D J and Popovic B M. Improved algorithm for the deinterleaving of radar pulses[J]. IEE Proceedings F Radar and Signal Processing, 1992, 139(1): 98104.

KENIIHI N and Masacki K. Improved algorithm for estimating pulse repetition intervals[J]. IEEE Transactions on Aerospace and Electronic Systems, 2000, 36(2): 407-421.

HASSAN H E. Joint deinterleaving/recognition of radar pulses[C]. The International Conference on Radar, Hilton Adelaide South Australia, 2003: 177-181.

WANG J and SHI X C. Research on an improved sorting method for radar signal[J]. Systems Engineering and Electronics, 2003, 25(9): 1078-1083.

李星雨, 杨承志, 张荣. 基于PRI熵和转移矩阵的雷达信号主分选算法[J]. 舰船电子工程, 2013, 23(9): 45-49. doi: 10.3969/ISSN1672-9730.2013.09.015.

LI Xingyu, YANG Chengzhi, and ZHANG Rong. A radar signal main sorting algorithm based on PRI entropy and transfer matrix[J]. Ship Electronic Engineering, 2013, 23(9): 45-49. doi: 10.3969/j.issn1672-9730.2013.09.015.

关一夫, 张国毅, 王晓峰, 等. 一种基于PRI变化规律的雷达辐射源识别方法[J]. 火力指挥控制, 2015, 40(3): 79-82. doi: 10.3969/j.issn.1002-0640.2015.03.019.

GUAN Yifu, ZHANG Guoyi, WANG Xiaofeng, et al. A radar emitter recognition method based on the PRI switching rules[J]. Fire Control Command Control, 2015, 40(3): 79-82. doi: 10.3969/j.issn.1002-0640.2015.03.019.

李英达, 肖立志. 一种脉冲重复间隔复杂调制雷达信号分选方法[J]. 电子与信息学报, 2013, 35(10): 2493-2497. doi: 10.3724/SP.J.1146.2013.00060.

LI Yingda and XIAO Lizhi. A method of signal sorting for radar signal of pulse repetition interval complex modulated[J]. Journal of Electronics Information Technology, 2013, 35(10): 2493-2497. doi: 10.3724/SP.J.1146.2013.00060.

魏可友, 黄康, 梁广, 等. 基于PRI的雷达信号综合分选方法[J]. 电子设计工程, 2017, 25(1): 190-192.

WEI Keyou, HUANG Kang, LIANG Guang, et al. A new integrated method of radar signal sorting based on PRI[J]. Electronic Design Engineering, 2017, 25(1): 190-192.

周一鹏, 王星. 基于极值序列特征集的雷达PRI调制模式识别算法[J]. 现代雷达, 2016, 38(5): 37-41. doi: 10.16592/ J.CNKI.1004-7859.2016.05.010.

ZHOU Yipeng and WANG Xing. A recognition algorithm for radar PRI modulation mode based on extremum sequence features set[J]. Modern Radar, 2016, 38(5): 37-41. doi: 10.16592/J. CNKI.1004-7859.2016.05.010.

郑慧文, 黄建冲. 利用脉冲TDOA的雷达信号分选方法[J]. 现代防御技术, 2017, 45(2): 217-222. doi: 10.3969/j.issn. 1009-086x.2017.02.034.

ZHENG Huiwen and HUANG Jianchong. Radar signal sorting method utilising pulse TDOA[J]. Modern Defence Technology, 2017, 45(2): 217-222. doi: 10.3969/j.issn.1009- 086x.2017.02.034..

雍霄驹, 张登福, 王世强. 一种新的雷达辐射源分选算法[J].现代防御技术, 2011, 39(3): 148-151. doi: 10.3969/j.issn1009- 086x.2011.03.031.

YONG Xiaoju, ZHANG Dengfu, and WANG Shiqiang. A new method of sorting radar emitter signals[J]. Modern Defence Technology, 2011, 39(3): 148-151. doi: 10.3969/ j.issn1009-086x.2011.03. 031.

王世强, 张登福. 基于快速支持向量聚类和相似熵的多参雷达信号分选方法[J]. 电子与信息学报, 2011, 33(11): 2735-2741. doi: 10.3724/SP.J.1146.2011.00261.

Wang Shiqiang and Zhang Dengfu. Multi-parameter radar signal sorting method based on fast support vector clustering and similitude entropy[J]. Journal of Electronics Information Technology, 2011, 33(11): 2735-2741. doi: 10.3724/SP.J.1146.2011.00261.

吴惟诚, 潘继飞, 刘鑫, 等. 基于上升沿波形配对的信号分选方法研究[J]. 舰船电子工程, 2016, 36(12): 88-100. doi: 10.3969/j.issn.1672-9730.2016.12.021.

WU Weicheng, PAN Jifei, LIU Xin, et al. Signal sorting method based on rising edge waveform matching[J]. Ship Electronic Engineering, 2016, 36(12): 88-100. doi: 10.3969/ j.issn.1672-9730.2016.12.021.

TAN Pangning, STEINBACH, KUMAR, et al.范明, 范宏建, 等译. 数据挖掘导论[M]. 北京: 人民邮电出版社, 2010: 202-250.

施引文献

资源附件(0)

访问统计