基于均值-方差联合检验的航迹欺骗干扰识别

doi:10.7527/S1000-6893.2015.0234

电子与控制

本期目录 | 过刊浏览 | 高级检索

前一篇 | 后一篇

基于均值-方差联合检验的航迹欺骗干扰识别

孙殿星, 王国宏, 盛丹

海军航空工程学院信息融合研究所, 烟台 264001

收稿日期:2015-04-14 修回日期:2015-08-17 出版日期:2016-04-15 发布日期:2015-08-28
通讯作者: 王国宏,Tel.:0535-6635802 E-mail:wangguohong@vip.sina.com E-mail:wangguohong@vip.sina.com
作者简介:孙殿星,男,博士研究生。主要研究方向:雷达数据处理和雷达抗干扰。E-mail:sdxdd.hi@163.com;王国宏,男,博士,教授。主要研究方向:信息融合、雷达数据处理、雷达抗干扰、机动目标跟踪和微弱目标检测。Tel:0535-6635802 E-mail:wangguohong@vip.sina.com;盛丹,女,博士研究生。主要研究方向:目标无源定位和雷达抗干扰。E-mail:2855221900@qq.com
基金资助:
国家自然科学基金(61179018,61102165);泰山学者建设工程专项经费资助

Phantom track jamming recognition based on mean-covariance collaborative testing

SUN Dianxing, WANG Guohong, SHENG Dan

Institute of Information Fusion, Naval Aeronautical and Astronautical University, Yantai 264001, China

Received:2015-04-14 Revised:2015-08-17 Online:2016-04-15 Published:2015-08-28
Supported by:
National Natural Science Foundation of China (61179018,61102165);Taishan Academic Special Foundation of Shandong

摘要/Abstract

摘要：

以集中式融合结构雷达网为研究背景,从电子战飞机(ECAV)产生虚假航迹的原理出发,针对真/假航迹空间分布差异,提出了基于均值-方差联合检验的航迹欺骗干扰识别技术。首先分析了真/假航迹的统计特性差异,然后利用多个时刻航迹的坐标差,并通过坐标差的协方差阵对角化和归一化处理来构造检验样本,最后利用似然比统计检验的方法实现了虚假航迹的识别。仿真结果表明该技术能够对航迹欺骗干扰进行有效的识别,在雷达测距精度、测角精度变化的条件下仍能保持较高的识别率。

关键词: 电子战飞机, 雷达, 航迹欺骗, 随机量测误差, 似然比, 假设检验

Abstract:

Under the background of radar network with the centralized fusion architecture an algorithm for phantom track jamming recognition is proposed in the presence of the difference of spatial distribution property between phantom track and target track, which is based on the mean-covariance collaborative testing. The algorithm originates from the generation mechanism of phantom track by electronic combat air vehicles (ECAV). Firstly, the difference of the statistical property between the true track and phantom track is analyzed. Then, the multi-time coordinates difference is used to construct the testing sample set according to diagonalizing and normalizing of the coordinates difference covariance matrix. Finally, the phantom track is recognized by the mean-covariance collaborative likelihood ratio testing. The results of simulation show that the phantom track can be recognized effectively according to this technique, and the correct recognition rate is still high when the random range measurement error and angle measurement error change.

Key words: electronic combat air vehicle, radar, phantom track, random measurement error, likelihood ratio, hypothesis testing

中图分类号:

V243.2
TN957

孙殿星, 王国宏, 盛丹. 基于均值-方差联合检验的航迹欺骗干扰识别[J]. 航空学报, 2016, 37(4): 1292-1304.

SUN Dianxing, WANG Guohong, SHENG Dan. Phantom track jamming recognition based on mean-covariance collaborative testing[J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2016, 37(4): 1292-1304.

参考文献

[1] SCHLEHER D C. Electronic warfare in the information age[M]. Norwood, MA:Artech House, 2000:1-30.
[2] 赵国庆. 雷达对抗原理[M].西安:西安电子科技大学出版社, 2012:1-12. ZHAO G Q. Radar electronic countermeasures theory[M]. Xi'an:Xidian University Publishing House, 2012:1-12(in Chinese).
[3] 廖雯雯, 程婷, 何子述. MIMO雷达射频隐身性能优化的目标跟踪算法[J]. 航空学报, 2014, 35(4):1034-1141. LIAO W W, CHENG T, HE Z S. A target tracking algorithm for RF stealth performance optimization of MIMO radar[J]. Acta Aeronautica et Astronautica Sinica, 2014, 35(4):1034-1141(in Chinese).
[4] LI N J, ZHANG Y T. A survey of radar ECM and ECCM[J]. IEEE Transactions on Aerospace and Electronic Systems, 1995, 31(3):1110-1120.
[5] 兰俊杰, 陈蓓. 组网雷达法阵现状及其干扰技术[J].飞航导弹, 2009, 27(12):39-41. LAN J J, CHEN B. Current development status and its countermeasures to netted radar[J]. Winged Missiles, 2009, 27(12):39-41(in Chinese).
[6] 何黎星, 孙仲康. 双基地及其联网系统的定位方法及精度分析[J]. 航空学报, 1993, 14(9):541-546. HE L X, SUN Z K. The location method and accuracy analysis in bistatic and its netted systems[J]. Acta Aeronautica et Astronautica Sinica, 1993, 14(9):541-546(in Chinese).
[7] STAVROULAKIS P, FARSARIS N, XENOS T D. Anti-jamming transmitter independent radar networks[C]//International Conference on Signal processing, Communications and Networking, 2008:269-273.
[8] 周续力. 对搜索警戒雷达的多目标航迹欺骗[J]. 电子信息对抗技术, 2007, 11(6):43-45. ZHOU X L. Multiple-target track deception jamming against surveillance and warning radar[J]. Electronic Information Warfare Technology, 2007, 11(6):43-45(in Chinese).
[9] MEIR P. Concepts for generating coherent radar phantom tracks using cooperating vehicles[C]//AIAA Guidance, Navigation, and Control Conference and Exhibit. Reston:AIAA, 2004:1113-1127.
[10] 范振宇, 王磊. 多机协同控制下的航迹欺骗技术[J]. 信息与电子工程, 2010, 8(3):265-268. FAN Z Y, WANG L. Technology of track deception for cooperative control of multiple electronic combat air vehicles[J]. Information and Electronic Engineering, 2010, 8(3):265-268(in Chinese).
[11] KEITH B P. Feasible flight paths for cooperative generation of a phantom radar track[C]//AIAA Guidance, Navigation, and Control Conference and Exhibit. Reston:AIAA, 2004:1167-1186.
[12] IL H L. Cooperative control of multiple electronic combat air vehicles for electronic attack[C]//SICE Annual Conference, 2008:2127-2130.
[13] 周续力, 张伟. 对组网雷达的多目标航迹欺骗[J]. 火力与指挥控制, 2008, 33(6):136-138. ZHOU X L, ZHANG W. Multi-target track deception against radar net working system[J]. Fire Control and Command Control, 2008, 33(6):136-138(in Chinese).
[14] 孙龙祥, 赵波. 一种具有航迹特征的雷达假目标产生技术[J]. 雷达科学与技术, 2005, 3(4):198-202. SUN L X, ZHAO B. A technique for generating the radar's false target with signature of flight path[J]. Radar Science and Technology, 2005, 3(4):198-202(in Chinese).
[15] 张国兵, 郎荣玲. 基于半实物仿真系统的多假目标航迹欺骗研究[J]. 电子设计工程, 2012, 20(12):1-4. ZHANG G B, LANG R L. Multi-range-false-target deception research based on hardware-in-the-loop simulation system[J]. Electronic Design Engineering, 2012, 20(12):1-4(in Chinese).
[16] IL H L. Optimal phantom track generation for multiple electronic combat air vehicles[C]//International Conference on Control, Automation and Systems, 2008:29-33.
[17] 倪建春, 王宝. 有源欺骗干扰及雷达反对抗策略研究[J]. 舰船电子对抗, 2011, 24(3):5-8. NI J C, WANG B. Research into the active deception jamming and radar counter-countermeasure[J]. Shipboard Electronic Countermeasure, 2011, 24(3):5-8(in Chinese).
[18] 孙殿星, 王国宏, 张翔宇. 基于多元统计分析理论的雷达网航迹欺骗鉴别方法[J]. 电子学报, 2014, 42(9):1680-1685. SUN D X, WANG G H, ZHANG X Y. Algorithm of discriminating phantom track for radar network based on multivariate statistical analysis theory[J]. Acta Electronica Sinica, 2014, 42(9):1680-1685(in Chinese).
[19] 周续力. 对搜索警戒雷达的距离欺骗和航迹欺骗研究[D]. 太原:中北大学, 2008:57-67. ZHOU X L. Researh on range deception and track deception against surveillance and warning radar[D]. Taiyuan:North University of China, 2008:57-67(in Chinese).
[20] 罗家洪, 方卫东. 矩阵分析引论[M]. 广州:华南理工大学出版社, 2006:21-30. LUO J H, FANG W D. An Introduction to matrix analysis[M]. Guangzhou:South China University of Technology Press, 2006:21-30(in Chinese).
[21] ANDERSON T W. An introduction to multivariate statistical analysis[M]. Beijing:Posts & Telecom Press, 2010:335-338.
[22] 何友, 王国宏. 多传感器信息融合及应用[M]. 北京:电子工业出版社, 2007:130-157. HE Y, WANG G H. Multisensor information fusion with applications[M]. Beijing:Publishing House of Electronics Industry, 2007:130-157(in Chinese).

E-mail：hkxb@buaa.edu.cn

关于我们

期刊社服务

专业学科

封面文章

友情链接

主管单位：中国科学技术协会主办单位：中国航空学会北京航空航天大学

基于均值-方差联合检验的航迹欺骗干扰识别

Phantom track jamming recognition based on mean-covariance collaborative testing

PDF (PC)

可视化

摘要/Abstract

引用本文

使用本文

参考文献

相关文章 15

编辑推荐

Metrics

本文评价

[1]	郑建成, 曲智国, 谭贤四, 李志淮, 朱刚, 李陆军, 刘伟. 基于责任区划分的雷达网探测高超声速目标资源管理[J]. 航空学报, 2024, 45(8): 329022-329022.
[2]	于哲峰, 梁世昌, 石卫波, 田得阳, 石安华, 廖东骏, 杨鹰. 类HTV⁃2飞行器光电特性的分析评估技术[J]. 航空学报, 2023, 44(S2): 729465-729465.
[3]	叶铮, 朱岱寅, 吴迪. 一种基于重叠子孔径回波信息的SAR图像配准算法[J]. 航空学报, 2023, 44(8): 327254-327254.
[4]	杨文彬, 王悦斌, 李旦, 张建秋. 贝叶斯推理运动轨迹相干累积的动目标检测方法[J]. 航空学报, 2023, 44(6): 326823-326823.
[5]	陈唯实, 刘佳, 王青斌, 卢贤锋, 张洁, 陈小龙, 黄毅峰. 气象雷达探鸟技术综述[J]. 航空学报, 2023, 44(5): 26781-026781.
[6]	周琳, 陈宪, 黄江涛, 邓俊, 高正红. 基于伴随方程和自动微分的雷达散射截面表面灵敏度计算[J]. 航空学报, 2023, 44(22): 128508-128508.
[7]	纪朋徽, 邢世其, 代大海, 庞礴, 冯德军. SAR距离卷积方位乘积调制场景欺骗干扰方法[J]. 航空学报, 2023, 44(18): 328235-328235.
[8]	王莲子, 汪玲, 朱岱寅. 结合迁移学习基于全卷积神经网络的ISAR自聚焦算法[J]. 航空学报, 2023, 44(17): 328172-328172.
[9]	刘衍旭, 陈树生, 冯聪, 顾奕然, 高正红. 高超声速滑翔飞行器锐边化气动隐身一体化设计[J]. 航空学报, 2023, 44(16): 128093-128093.
[10]	郑建成, 曲智国, 谭贤四, 李志淮, 朱刚, 喻晨龙. 一种相控阵雷达搜索参数设计策略[J]. 航空学报, 2023, 44(16): 328124-328124.
[11]	贾金伟, 刘利民, 韩壮志, 解辉. 基于压缩感知的抗SDIF分选射频隐身信号设计及回波信号处理[J]. 航空学报, 2023, 44(13): 327934-327934.
[12]	陈伟芳, 孙精华, 田得阳, 陈烨斯. 物理化学模型对流场电磁散射特性的影响[J]. 航空学报, 2023, 44(12): 127707-127707.
[13]	陈新蕾, 卢立昌, 吉洪湖, 顾长青, 高帆, 施小娟. 航空发动机排气系统单站RCS准确高效仿真方法与试验验证[J]. 航空学报, 2023, 44(12): 327676-327676.
[14]	张澄安, 李保国, 王翔, 徐强. 低复杂度雷达嵌入式通信波形设计方法[J]. 航空学报, 2023, 44(1): 326471-326471.
[15]	牛戈钊, 刘彦明, 高澜, 张廷焜, 白博文. 等离子鞘套包覆钝锥的双站极化散射特性[J]. 航空学报, 2022, 43(S2): 97-105.