基于數(shù)據(jù)關聯(lián)處理的重頻參差雷達信號分選方法
doi: 10.11999/JEIT170793 cstr: 32379.14.JEIT170793
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1.
(國防科技大學電子科學學院 長沙 410073) ②(中國人民解放軍32032部隊 北京 100000)
Signal Sorting Algorithm for Stagger Pulse Repetition Interval Radar Based on Data Association Processing
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1.
(State Key Laboratory of Compler Electromagnetic Enviroment Effects on Electronics and Information System, National University of Defense Technology, Changsha 410073, China)
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2.
(No.32032 of the Chinese People&rsquo
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摘要: 該文針對電子偵察信號盲分選的技術難題,結合重頻參差調制模式的特點,提出基于數(shù)據(jù)統(tǒng)計聚類和關聯(lián)匹配的處理方法,對序列中含有重頻參差調制的脈沖進行調制模式識別、參差序列分析和脈沖提取。實驗仿真表明在脈沖丟失和虛假脈沖干擾的情況下,所提方法可以有效進行重頻參差模式識別和參差排定次序分析,實現(xiàn)脈沖信號的盲分選,具有較強的魯棒性。
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關鍵詞:
- 信號盲分選 /
- 重頻參差 /
- 關聯(lián)匹配 /
- 統(tǒng)計聚類
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. -
丁鷺飛, 耿富錄. 雷達原理[M]. 西安: 西安電子科技大學出版社, 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, 楊承志, 張榮. 基于PRI熵和轉移矩陣的雷達信號主分選算法[J]. 艦船電子工程, 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. 關一夫, 張國毅, 王曉峰, 等. 一種基于PRI變化規(guī)律的雷達輻射源識別方法[J]. 火力指揮控制, 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. 李英達, 肖立志. 一種脈沖重復間隔復雜調制雷達信號分選方法[J]. 電子與信息學報, 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, 黃康, 梁廣, 等. 基于PRI的雷達信號綜合分選方法[J]. 電子設計工程, 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. 周一鵬, 王星. 基于極值序列特征集的雷達PRI調制模式識別算法[J]. 現(xiàn)代雷達, 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. 鄭慧文, 黃建沖. 利用脈沖TDOA的雷達信號分選方法[J]. 現(xiàn)代防御技術, 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.. 雍霄駒, 張登福, 王世強. 一種新的雷達輻射源分選算法[J].現(xiàn)代防御技術, 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. 王世強, 張登福. 基于快速支持向量聚類和相似熵的多參雷達信號分選方法[J]. 電子與信息學報, 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. 吳惟誠, 潘繼飛, 劉鑫, 等. 基于上升沿波形配對的信號分選方法研究[J]. 艦船電子工程, 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, 等譯. 數(shù)據(jù)挖掘導論[M]. 北京: 人民郵電出版社, 2010: 202-250. -
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