Logarithm bispectrum-based approach to radar range profile for automatic target recognition

被引：26
|
作者：
Pei, BN [1 ]
Bao, Z
Xing, MD
机构：
[1] Xidian Univ, Key Lab Radar Signal Proc, Xian 710071, Peoples R China
[2] Zhengzhou Univ, Dept Elect Engn, Zhengzhou 450052, Peoples R China
来源：
PATTERN RECOGNITION | 2002年 / 35卷 / 11期
基金：
中国国家自然科学基金;
关键词：
automatic target recognition; high resolution range profile; logarithm bispectrum; signal detection; simulation;
D O I：
10.1016/S0031-3203(01)00215-1
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The paper starts by the definition of logarithm bispectrum and the presentation of its properties relative to target recognition. A relationship is established between the logarithm bispectrum feature of a target and that of its high resolution range profile. As a result, the criterion for target recognition, based on the relationship, is induced, and its scheme and pseudocode for implementation are given. Simulation with some acquired outfield data is given to show that the approach is effective and advantageous in both rapid recognition and easy computation. (C) 2002 Pattern Recognition Society. Published by Elsevier Science Ltd. All rights reserved.
引用
收藏
页码：2643 / 2651
页数：9
相关论文
共 50 条
  • [31] Automatic Target Recognition for Passive Radar
    Pisane, Jonathan
    Azarian, Sylvain
    Lesturgie, Marc
    Verly, Jacques
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2014, 50 (01) : 371 - 392
  • [32] A wavelet-based regularization scheme for HRR radar profile enhancement for use in automatic target recognition
    Morris, HC
    DePass, MM
    SIGNAL AND DATA PROCESSING OF SMALL TARGETS 2004, 2004, 5428 : 520 - 525
  • [33] A mixture model approach to automatic radar target recognition using winbugs
    Briers, M
    Copsey, KD
    RADAR 2002, 2002, (490): : 400 - 404
  • [34] Radar target recognition based on fuzzy optimal transformation using high-resolution range profile
    Zhou, Daiying
    Shen, Xiaofeng
    Yang, Wanlin
    PATTERN RECOGNITION LETTERS, 2013, 34 (03) : 256 - 264
  • [35] A new method based on complex Gaussian models for radar high resolution range profile target recognition
    Wang, P. (wangpenghui@mail.xidian.edu.cn), 1600, Chinese Optical Society (34):
  • [36] High Range Resolution Profile Automatic Target Recognition Using Sparse Representation
    Nuo, Zhou
    Wei, Chen
    CHINESE JOURNAL OF AERONAUTICS, 2010, 23 (05) : 556 - 562
  • [37] Radar automatic target recognition using complex high-resolution range profiles
    Du, L.
    Liu, H.
    Bao, Z.
    Zhang, J.
    IET RADAR SONAR AND NAVIGATION, 2007, 1 (01): : 18 - 26
  • [38] A Multiple Radar Approach for Automatic Target Recognition of Aircraft using Inverse Synthetic Aperture Radar
    Pena-Caballero, Carlos
    Cantu, Elifaleth
    Rodriguez, Jesus
    Gonzales, Adolfo
    Castellanos, Osvaldo
    Cantu, Angel
    Strait, Megan
    Son, Jae
    Kim, Dongchul
    2018 1ST INTERNATIONAL CONFERENCE ON DATA INTELLIGENCE AND SECURITY (ICDIS 2018), 2018, : 24 - 31
  • [39] Automatic target recognition using sequences of high resolution radar range-profiles
    Jacobs, SP
    O'Sullivan, JA
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2000, 36 (02) : 364 - 382
  • [40] Laser radar Range profile, Doppler spectra and Range Resolved Doppler imaging technologies for the Target Recognition
    Wu, Pengfei
    Wang Ming-Jun
    Ke, Xizheng
    Gong Yan-Jun
    Yang, Teng
    INTERNATIONAL SYMPOSIUM ON OPTOELECTRONIC TECHNOLOGY AND APPLICATION 2014: OPTICAL REMOTE SENSING TECHNOLOGY AND APPLICATIONS, 2014, 9299
12345