Micro-Doppler signature classification

被引：0
|
作者：
Smith, Graeme E. [1 ]
Woodbridge, Karl [1 ]
Baker, Chris J. [2 ]
机构：
[1] UCL, Dept Elect & Elect Engn, London, England
[2] Australian Natl Univ, Coll Engn & Comp Sci, Canberra, ACT 0200, Australia
来源：
PROCEEDINGS OF 2006 CIE INTERNATIONAL CONFERENCE ON RADAR, VOLS 1 AND 2 | 2006年
关键词：
micro-Doppler signature; non-cooperative target identification; dynamic time warping; k-nearest neighbours;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The micro-Doppler signature of a target is a time varying frequency modulation imparted on the radar echo signal by moving components of the target. Battlefield radar output the radar's baseband signal as audio and soldiers listening on headphones are able to identify the target from its micro-Doppler signature. Automation of this capability is desirable for improved reliability and reduction in classification time. For the first time dynamic time warping (DTW), a speech recognition technique, has been applied to the problem.
引用
收藏
页码：1436 / +
页数：2
相关论文
共 50 条
  • [1] Template based micro-Doppler signature classification
    Smith, Graeme E.
    Woodbridge, Karl
    Baker, Chris J.
    2006 EUROPEAN RADAR CONFERENCE, 2006, : 158 - +
  • [2] Exemplar-free Incremental Learning For Micro-Doppler Signature Classification
    Si, Xu
    Zhu, Peikun
    Liang, Jing
    IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2023, : 1834 - 1837
  • [3] Multistatic Micro-Doppler Signature Of Personnel
    Smith, Graeme E.
    Woodbridge, Karl
    Baker, Chris J.
    2008 IEEE RADAR CONFERENCE, VOLS. 1-4, 2008, : 719 - 724
  • [4] Micro-Doppler phenomenon and radar signature
    Chen, VC
    Rosiers, APD
    PROCEEDINGS OF THE 2003 IEEE RADAR CONFERENCE, 2003, : 198 - 202
  • [5] Radar Micro-Doppler Signature Classification using Dynamic Time Warping
    Smith, Graeme E.
    Woodbridge, Karl
    Baker, Chris J.
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2010, 46 (03) : 1078 - 1096
  • [6] UAV Micro-Doppler Signature Analysis
    Herr, Daniel B.
    Kramer, Thomas J.
    Gannon, Zeus
    Tahmoush, Dave
    2020 IEEE RADAR CONFERENCE (RADARCONF20), 2020,
  • [7] Human Micro-Doppler Signature Classification in the Presence of a Selection of Jamming Signals
    Dhulashia, Dilan
    Ritchie, Matthew
    Vishwakarma, Shelly
    Chetty, Kevin
    2021 IEEE RADAR CONFERENCE (RADARCONF21): RADAR ON THE MOVE, 2021,
  • [8] A UAV classification system based on FMCW radar micro-Doppler signature analysis
    Oh, Beom-Seok
    Guo, Xin
    Lin, Zhiping
    EXPERT SYSTEMS WITH APPLICATIONS, 2019, 132 : 239 - 255
  • [9] Micro-Range Micro-Doppler for Classification
    Tahmoush, Dave
    2020 IEEE RADAR CONFERENCE (RADARCONF20), 2020,
  • [10] Attention-enhanced Alexnet for improved radar micro-Doppler signature classification
    Vishwakarma, Shelly
    Li, Wenda
    Tang, Chong
    Woodbridge, Karl
    Adve, Ravi Raj
    Chetty, Kevin
    IET RADAR SONAR AND NAVIGATION, 2023, 17 (04): : 652 - 664
12345