Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Acta Electronica Sinica》 2004-12
Add to Favorite Get Latest Update

Automatic Target Recognition of Radar HRRP Based on Central Moments Features

YUAN Li,LIU Hong-wei,BAO Zheng(Key Lab for Radar Signal Processing,Xidian University,Xi'an,Shaanxi 710071,China)  
A computationally efficient method is proposed for radar high resolution range profile (HRRP) recognition.The average HRRPs are used as target aspect independent features in a small target aspect sector.And their central moments features,with translation-invariant property,are calculated for further recognition.A multi-class support vector machine (SVM) classifier is designed to classify airplane objects.The experimental comparisons based on measured data show that the proposed method achieves good classification performance despite its low computational complexity.
【Fund】: 国家自然科学基金 (No .60 30 2 0 0 9);; 国家自然科学基金 (No .60 2 72 0 59);; 国防预研基金 (No .41 30 70 50 1 )
【CateGory Index】: TN957
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 10 Hits
1 ZHU Yupenga,YUAN Qiongqinga,WANG Qinb,FU Yaowena,WANG Hongqianga(a.School of Electronic Science and Engineering;b.Communication Station of Training Department,National University of Defense Technology,Changsha 410073,China);Radar HRRP Recognition Based on the Wavelet Transform and Multi-Neural Network Fusion[J];Electronics Optics & Control;2009-01
2 LIU Xian-kang,GAO Mei-guo,FU Xiong-jun(Institute of Information and Technology,Beijing Institute of Technology,Beijing 100081,China);Satellite Target Recognition Based on Even Rank Central Moments Features of HRRP[J];Chinese Journal of Electron Devices;2007-05
3 He Kun Bai Yan Liu Hongwei(Xidian University,Xi'an 710071);A SAR Target Recognition Method Based on Central Moment Features[J];Fire Control Radar Technology;2006-02
4 Luo Si Li Shaohong(School of Electronics and Information Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100191,China);AUTOMATIC TARGET RECOGNITION OF RADAR HRRP BASED ON HIGH ORDER CENTRAL MOMENTS FEATURES[J];电子科学学刊(英文版);2009-02
5 WEN Fu-xi, LIU Hong-wei(National Key Lab of Radar Signal Processing, Xidian University, Xi'an 710071, China);Space Target Recognition Based on Central Moment Feature[J];Radar Science and Technology;2007-01
6 XU PEI ZHANG YUJIN;High Range Resolution Profile Classification Based on Support Vector Machine[J];Microcomputer Information;2008-10
7 CAO Xiang-hai,LIU Hong-wei,WU Shun-jun(Key Lab.of Radar Signal Processing,Xidian Univ.,Xi'an 710071,China);Data lengthening and improved NFL classifier for HRRP recognition[J];Journal of Xidian University;2007-06
8 LIU Cheng-lan,GAO Xun-zhang,WEI Xi-zhang,LI Xiang(College of Electronic Science and Engineering,NUDT,Changsha 410073,China);Identification of Air-target Based on Combined Doppler Feature[J];Modern Radar;2009-04
9 XU Qing,WANG Xiu-chun,LI Qing(Nanjing Research Institute of Electronics Technology,Nanjing 210013,China);Extraction of Target Feature Using High Resolution Range Profile[J];Modern Radar;2009-06
10 WEN Fu-xi,LIU Hong-wei(National Lab of Radar Signal Processing,Xidian University,Xi'an 710071,China);Space target recognition based on principal component analysis[J];Applied Science and Technology;2007-01
Chinese Journal Full-text Database 10 Hits
1 PEI Bing nan 1,2 BAO Zheng 1 XING Meng dao 1 (1.Key Lab of Radar Signal Processing, Xidian University, Xi'an Shanxi 710071, China; 2.Department of Electronic Engineering, Zhengzhou University, Zhengzhou Henan 450002, China);Differential complex cepstrum method for radar HHR profile-alignment[J];Chinese Journal of Radio Science;2002-02
2 ZHANG Zhong-ming,JIANG Wei-dong,CHEN Zeng-ping(ATR lab,National University of Defense Technology,Changsha 410073,China);Automatic radar target recognition based on PCA method using one-dimensional range profile[J];Electronics Optics & Control;2005-05
3 DONG Yun-han,YANG Wan-lin (School of Electronic Engineering,UEST of China Chengdu 610054);Recognition of Radar Target Based on Improved Optimal Cluster Centers[J];Journal of University of Electronic Science and Technology of China;2006-02
4 Xiao Shunping; Wang Xuesong; Guo Guirong; Zhuang Zhaowen; Zeng Yonghu(ATR Lab, National Univ. of Defense Technology,Changsha 410073);Aircraft Target Recognition Based on Polarization Spectrum[J];Acta Electronica Sinica;1997-12
5 Jiang Wenli;Tang Baiyu;Xu Kebin and Ke youan(Department of Electronic Engineering,Beijing Institute of Technology,Beijing 100081);Modelina of High Frequency lnverse Scattering and Estimation of Parameters[J];ACTA ELECTRONICA SINICA;1998-03
6 JIAO Li cheng,ZHANG Li,ZHOU Wei da(National Key Lab.for Radar Signal Processing,Xidian Univ.,Xi′an 710071,China);Pre-extracting Support Vectors for Support Vector Machine[J];Acta Electronica Sinica;2001-03
7 ZHANG Shi kun,WANG Li fu,CHANG Xin,YANG Fu qing (Department of Computer Science and Technology,Peking University,Beijing 100871,China);Hierarchical Message Bus-Based Software Architecture Description Language[J];Acta Electronica Sinica;2001-05
8 ZHOU Wei da,ZHANG Li,JIAO Li cheng (National Key Lab.for Radar Signal Processing,Xidian University,Xi'an 710071,China);An Analysis of SVMs Generalization Performance[J];Acta Electronica Sinica;2001-05
9 PEI Bing nan,BAO Zheng (Key Laboratory of Radar Signal Processing,Xidian University,Xi′an,Shaanxi 710071,China);Principle and Method of Airplane Recognition by Logarithm Bispectra-Averaged[J];Acta Electronica Sinica;2002-03
10 SUN Wen-feng,ZHANG Chen,WANG Yong-liang (Key Laboratory,Wuhan Radar Academy,Wuhan,Hubei 430010,China);Radar Detection of Hovering Helicopter[J];Acta Electronica Sinica;2002-06
【Secondary References】
Chinese Journal Full-text Database 4 Hits
1 ZHU Li,LI Xingguo,LOU Guowei Research Institute of Millimeter Wave and Optical Wave Near Sensing Technology,Nanjing University of Science and Technology,Nanjing 210094,China;Range Profile Research of Dualchannel Radar Target Based on Grey Association Analysis[J];Science & Technology Review;2008-24
2 XIN Ning1,2,WANG Guo-hong2,ZhANG Jing2,LIU Qiang1(1.Institute of Science and Technology for Opto-electronic Information,Yantai University,Yantai 264005,China;2.Research Institute of Information Fusion,Naval Aeronautical Engineering Institute,Yantai,264001,China);SAR target recognition based on gamma model[J];Radar & Ecm;2007-01
3 GAO Hong-wei1, XIE Liang-gui2,WEN Shu-liang1,KUANG Yong1(1.No.23 Institute of the Second Academy,CASIC,Beijing 100854,China;2.the Second Academy,CASIC,Beijing 100854,China);Micro-Doppler Feature Extraction of Ballistic Missile Targets[J];Radar Science and Technology;2008-02
4 Yu Guishui Liu Jiangbo Xie Yongliang(Naval University of Engineering,Wuhan 430033);Radar Target Recognition Using Range Profiles Based on SVM[J];Ship Electronic Engineering;2009-09
China Proceedings of conference Full-text Database 2 Hits
1 GUO Wei GENG Bo-Ying College of Electronic Engineering,Naval University of Engineering,Wuhan 430033;Multi-View Target Recognition Based on Floatboost[A];[C];2008
2 Guo Wei Geng Boying College of Electronic Engineering,Naval University of Engineering,Wuhan,430033,China;Multi-View Target Recognition Based on Floatboost[A];[C];2008
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved