In-depth Analysis of the Micro-Doppler Features to Discriminate Drones and Birds

被引:0
|
作者
Park, SangHong [1 ]
Jung, JooHo [2 ]
Cha, SangBin [2 ]
Kim, SooBum [3 ]
Youn, SeWon [3 ]
Eo, IkSoo [4 ]
Koo, BonTae [4 ]
机构
[1] Pukyong Natl Univ, Dept Elect Engn, Busan, South Korea
[2] Pohang Univ Sci & Technol, Pohang, South Korea
[3] RADSYS Co Ltd, Pohang, South Korea
[4] Elect & Telecommun Res Inst ETRI, Seoul, South Korea
基金
新加坡国家研究基金会;
关键词
micro-Doppler; spectrogram; classificaiton; drones; birds;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents the classification result of various features obtained from the micro-Doppler(MD) signature of drones and birds considering the real flight scenarios. Classification results using the rotating blade and the flapping wing made of the plate and the ellipsoid demonstrate that the MD bandwidth is the most efficient feature.
引用
收藏
页数:3
相关论文
共 50 条
  • [41] Classification of Drones Using Edge-Enhanced Micro-Doppler Image Based on CNN
    Singh, Ashish Kumar
    Kim, Yong-Hoon
    TRAITEMENT DU SIGNAL, 2021, 38 (04) : 1033 - 1039
  • [42] Micro-Doppler analysis of vibrating targets in SAR
    Sparr, T
    Krane, B
    IEE PROCEEDINGS-RADAR SONAR AND NAVIGATION, 2003, 150 (04) : 277 - 283
  • [43] Radar Micro-Doppler Signature Analysis with HHT
    Cai, Chengjie
    Liu, Weixian
    Fu, Jeffrey Shiang
    Lu, Yilong
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2010, 46 (02) : 929 - 938
  • [44] Radar Recognition of Multi-Propeller Drones using Micro-Doppler Linear Spectra
    Cai, Yefeng
    Krasnov, Oleg
    Yarovoy, Alexander
    2019 16TH EUROPEAN RADAR CONFERENCE (EURAD), 2019, : 185 - 188
  • [45] Micro-Doppler Gesture Recognition using Doppler, Time and Range Based Features
    Ritchie, Matthew
    Jones, Aaron M.
    2019 IEEE RADAR CONFERENCE (RADARCONF), 2019,
  • [46] Recognition of Approximate Motions of Human Based on Micro-Doppler Features
    Wang, Ziqian
    Ren, Aifeng
    Zhang, Qi
    Zahid, Adnan
    Abbasi, Qammer H.
    IEEE SENSORS JOURNAL, 2023, 23 (11) : 12388 - 12397
  • [47] Classification of Drones Based on Micro-doppler Signatures with Dual-band Radar Sensors
    Zhang, Pengfei
    Yang, Le
    Chen, Gao
    Li, Gang
    2017 PROGRESS IN ELECTROMAGNETICS RESEARCH SYMPOSIUM - FALL (PIERS - FALL), 2017, : 638 - 643
  • [48] Fine micro-Doppler analysis in ISAR imaging
    Ghaleb, A.
    Vignaud, L.
    Nicholas, J. -M.
    IGARSS: 2007 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-12: SENSING AND UNDERSTANDING OUR PLANET, 2007, : 574 - +
  • [49] Micro-Doppler Removal in the Radar Imaging Analysis
    Stankovic, Ljubisa
    Thayaparan, Thayananthan
    Dakovic, Milos
    Popovic-Bugarin, Vesna
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2013, 49 (02) : 1234 - 1250
  • [50] Micro-Doppler analysis of pedestrians in ISAR imaging
    Ghaleb, A.
    Vignaud, L.
    Nicolas, J. M.
    2008 IEEE RADAR CONFERENCE, VOLS. 1-4, 2008, : 607 - +