[1]路明,孔德浩,苏益德.基于PCA的反辐射导弹激光引信目标识别方法[J].如何下载365bet_365bet大小盘什么意思_365bet亚洲版官网,2019,41(01):15.[doi:.]
 LU Ming,KONG Dehao,SU Yide.PCA-based Target Recognition of Anti-radiation Missile Laser Fuze[J].,2019,41(01):15.[doi:.]
点击复制

基于PCA的反辐射导弹激光引信目标识别方法()
分享到:

《如何下载365bet_365bet大小盘什么意思_365bet亚洲版官网》[ISSN:1008-1194/CN:61-1316/TJ]

卷:
41
期数:
2019年01
页码:
15
栏目:
出版日期:
2019-03-15

文章信息/Info

Title:
PCA-based Target Recognition of Anti-radiation Missile Laser Fuze
文章编号:
1008-1194(2019)01-0015-0
作者:
路明1孔德浩1苏益德2
1.海军航空大学,山东 烟台 264001;2.中国人民解放军92916部队,海南 三亚 572000
Author(s):
LU Ming 1KONG Dehao 1SU Yide 2
1.Naval Aviation University, Yantai 264001,China; 2.Unit 92916 of PLA, Sanya 572000,China
关键词:
主成分分析激光引信目标识别激光点云
Keywords:
principal component analysis laser fuze target recognition laser point cloud15
分类号:
TJ434.2
DOI:
.
文献标志码:
A
摘要:
为了满足空舰反辐射导弹激光引信对舰载雷达目标的识别要求,通过建立舰载雷达目标三维模型,运用激光仿真软件获取雷达目标点云数据,在此基础上提出采用主成分分析法(PCA)分析目标数据点在局部空间分布特性的目标识别方法。利用Matlab进行仿真分析,结果表明分析得到的雷达目标数据点在局部空间的分布特性与实际目标基本相符,可将其作为数据模板与激光引信探测到的目标信息进行匹配从而完成识别。
Abstract:
In order to meet the requirements of airship anti-radiation missile laser fuzes on shipborne radar target identification, this paper established a three-dimensional model of shipborne radar target, and used laser simulation software to acquire radar target point cloud data. Based on this, a principal component analysis method was proposed for analyzing the distribution characteristics of target data points in local space. MATLAB simulation analysis showed that the distribution of radar target data points in the local space was basically consistent with the actual target, and it could be used as a data template to match the target information detected by the laser fuze to complete the recognition.

参考文献/References:

[1]刘朝,陈遵田,崔景霖,等.基于豪斯道夫距离度量的激光引信目标识别方法[J].如何下载365bet_365bet大小盘什么意思_365bet亚洲版官网, 2015,37(3):20-23.
[2]付林,李振华,卞保民.激光雷达一维距离像的特征提取与目标识别算法研究[J].弹道学报,2004,16(1):80-82.
[3]路明,臧伟,韩仲瑶.激光引信对舰载雷达目标启动区算法研究[J].兵器装备工程学报,2016,37(6):153-157.
[4]韩小孩,张耀辉,孙福军,等.基于主成分分析的指标权重确定方法[J].四川兵工学报, 2012,33(10):124-126.
[5]徐伯勋,白旭滨,傅孝毅.信号处理中的数学变换和估计方法[M].北京:清华大学出版社,2004:170-173.
[6]Lalonde J F, Vandapel N, Huber D F, et al.Natural terrain classification using three-dimensional radar data for ground robot mobility[J].Journal of field robotics,2006, 23(10): 839-861.
[7]吴学刚.基于激光雷达的运动目标检测与识别方法研究[D].武汉:华中科技大学,2015.
[8]Grnwall C, Chevalier T, Tolt G, et al. An approach to target detection in forested scenes[C]//Proceedings of the SPIE Conference on Laser Radar Technology and Applications XIII.Bellingham, WA, USA: SPIE, 2008:69500S-1-69500S-12.
[9]Grnwall C, Tolt G, Chevalier T, et al. Spatial filtering for detection of partly occluded targets[J].Optical Engineering, 2011, 50(4):047201-1-047201-13.
[10] 赵明波.激光成像雷达地面遮蔽目标检测方法研究[D].长沙:国防科学技术大学,2013.

相似文献/References:

[1]陈遵田,马君.双波长复合激光引信[J].如何下载365bet_365bet大小盘什么意思_365bet亚洲版官网,2008,(05):1.
 CHEN Zun-tian,MA Jun.Dual Wavelength Laser Fuze[J].,2008,(01):1.
[2]史春波,苏建忠,马献华.激光引信飞行仿真中的随机海浪模型[J].如何下载365bet_365bet大小盘什么意思_365bet亚洲版官网,2009,(03):5.
 SHI Chun-bo,SU Jian-zhong,MA Xian-hua.Random Wave Model Establishment for Laser Fuze Flying Simulation[J].,2009,(01):5.
[3]耿志祥,陈遵田.考虑时间因子的激光引信海面散射模型[J].如何下载365bet_365bet大小盘什么意思_365bet亚洲版官网,2009,(03):64.
 GENG Zhi-xiang,CHEN Zun-tian.Sea Surface Scattering Model of Laser Fuze Taking Account of Time Factor[J].,2009,(01):64.
[4]郭婧,张河,张祥金,等.激光引信雪崩二极管光电探测[J].如何下载365bet_365bet大小盘什么意思_365bet亚洲版官网,2010,(01):77.
 GUO Jing,ZHANG He,ZHANG Xiangjin,et al.Avalanche Photodiode Detecting Technology for Laser Fuze[J].,2010,(01):77.
[5]王刚,贺伟,董卫斌,等.一种基于形态点特征的目标识别方法[J].如何下载365bet_365bet大小盘什么意思_365bet亚洲版官网,2010,(06):18.
 WANG Gang,HE Wei,DONG Weibin,et al.Target Identification Based on Morphological Point Feature[J].,2010,(01):18.
[6]徐伟,陈钱,顾国华,等.基于互相关时延估计的激光引信远距离定距[J].如何下载365bet_365bet大小盘什么意思_365bet亚洲版官网,2011,(03):6.
 XU Wei,CHEN Qian,GU Guohua,et al.Laser Fuze Long-distance Ranging Based on Cross-correlation Time Delay Estimation[J].,2011,(01):6.
[7]田博,于宇,李伟,等.基于协变光谱随机场理论的激光引信背景模型[J].如何下载365bet_365bet大小盘什么意思_365bet亚洲版官网,2012,(01):15.
 TIAN Bo,YU Yu,LI Wei,et al.Background Model of Laser Fuze Based on Covariant-spectral Random Field Theory[J].,2012,(01):15.
[8]张京国,刘建新,牛青坡,等. 近距云雾散射激光回波特征[J].如何下载365bet_365bet大小盘什么意思_365bet亚洲版官网,2012,(05):1.[doi:.]
 ZHANG Jingguo,LIU Jianxin,NIU Qingpo,et al.Characters of Cloud and Fog Backscattering of Laser[J].,2012,(01):1.[doi:.]
[9]崔景霖,刘晓科,耿志祥,等. 一体化脉冲式半导体激光器驱动电路及其布局[J].如何下载365bet_365bet大小盘什么意思_365bet亚洲版官网,2012,(05):5.[doi:.]
 CUI Jinglin,LIU Xiaoke,GENG Zhixiang,et al. Integrative Driving Circuit and Its Layout of Pulsed Laser Diode[J].,2012,(01):5.[doi:.]
[10]张京国,梁晓庚,刘建新,等. 激光引信收发间距对云雾回波的影响[J].如何下载365bet_365bet大小盘什么意思_365bet亚洲版官网,2012,(06):1.[doi:.]
 ZHANG Jingguo,LIANG Xiaogeng,LIU Jianxin,et al. Cloud and Fog Backscattering Laser Signal Affected by Baseline Distance[J].,2012,(01):1.[doi:.]

备注/Memo

备注/Memo:
收稿日期:2018-08-21
作者简介:路明(1966—),男,山东济阳人,硕士,副教授,研究方向:海军导弹引信技术研究。 E-mail:406304979@qq.com。
更新日期/Last Update: 2019-03-28