Extraction of Global and Local Micro-Doppler Signature Features From FMCW Radar Returns for UAV Detection

  • Oh, Beom-Seok
  • Lin, Zhiping
Citations

WEB OF SCIENCE

49
Citations

SCOPUS

60

초록

In this article, an unmanned aerial vehicles detection system is proposed for an X-band ground-based surveillance frequency modulated continuous wave Doppler radar. Two novel features are directly extracted from the Doppler processing results without a time-frequency analysis. Experimental results on measured radar echo signals show that our system consistently outperforms the state of the art in terms of detection accuracy and computational efficiency.

키워드

Doppler radarDoppler effectRadar detectionFeature extractionSurveillanceBladesFrequency modulated continuous wave (FMCW) surveillance radarmicro-Doppler signature analysisunmanned aerial vehicle (UAV)UAV detectionEMPIRICAL-MODE DECOMPOSITIONCLASSIFICATIONBIRDS
제목
Extraction of Global and Local Micro-Doppler Signature Features From FMCW Radar Returns for UAV Detection
저자
Oh, Beom-SeokLin, Zhiping
DOI
10.1109/TAES.2020.3034020
발행일
2021-04
유형
Article
저널명
IEEE Transactions on Aerospace and Electronic Systems
57
2
페이지
1351 ~ 1360