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http://dx.doi.org/10.5515/KJKIEES.2019.30.5.389

Efficient Detection of Small Unmanned Aerial Vehicles in Cluttered Environment  

Choi, Jae-Ho (Department of Electrical and Electronic Engineering, Pohang University of Science and Technology)
Kang, Ki-Bong (Department of Electrical and Electronic Engineering, Pohang University of Science and Technology)
Sun, Sun-Gu (Agency of Defence Development)
Lee, Jung-Soo (Agency of Defence Development)
Cho, Byung-Lae (Agency of Defence Development)
Kim, Kyung-Tae (Department of Electrical and Electronic Engineering, Pohang University of Science and Technology)
Publication Information
Abstract
In this paper, we propose a method to detect small unmanned aerial vehicles(UAVs) flying in a real-world environment. Small UAV signals are frequently obscured by clutter signals because UAVs usually fly at low altitudes over urban or mountainous terrain. Therefore, to obtain a desirable detection performance, clutter signals must be considered in addition to noise, and thus, a performance analysis of each clutter removal technique is required. The proposed detection process uses clutter removal and pulse integration methods to suppress clutter and noise signals, and then detects small UAVs by utilizing a constant false alarm rate detector. After applying three clutter removal techniques, we analyzed the performance of each technique in detecting small UAVs. Based on experimental data acquired in a real-world outdoor environment, we found it was possible to derive a clutter removal method suitable for the detection of small UAVs.
Keywords
Radar Signal Processing; Target Detection; Constant False Alarm Rate(CFAR); Micro-Doppler;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
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1 A. Parsa, "Fast moving target detection in sea clutter using non-coherent X-band radar," in 2014 IEEE Radar Conference, Cincinnati, OH, Aug. 2014, pp. 1155-1158.
2 백인선, 이태식, "소형 무인기 탐지를 위한 패시브 레이더망 최적 배치 연구," 한국군사과학기술학회지, 19(4), pp. 443-452, 2016년.   DOI
3 M. Jian, Z. Lu, and V. C. Chen, "Drone detection and tracking based on phase-interferometric Doppler radar," in 2018 IEEE Radar Conference(RadarConf18), Oklahoma City, OK, USA, Apr. 2018, pp. 1146-1149.
4 신상진, "효율적인 CFAR 알고리듬 연구," 한국전자파학회논문지, 25(8), pp. 849-856, 2014년 8월.   DOI
5 P. P. Gandhi, S. A. Kassam, "Analysis of CFAR processors in homogeneous background," IEEE Transactions on Aerospace and Electronic Systems, vol. 24, no. 4, pp. 427-445, Jul. 1988.   DOI
6 M. W. Y. Poon, R. H. Khan, and S. Le-Ngoc, "A singular value decomposition(SVD) based method for suppressing ocean clutter in high frequency radar," IEEE Transactions on Signal Processing, vol. 41, no. 3, pp. 1421-1425, Mar. 1993.   DOI
7 J. W. Choi, D. H. Yim, and S. H. Cho, "People counting based on an IR-UWB radar sensor," IEEE Sensors Journal, vol. 17, no. 17, pp. 5717-5727, Sep. 2017.   DOI
8 강기봉, 선선구, 이정수, 조병래, 박상홍, 김경태, "실측 데이터를 기반으로 한 기동 소형 무인기의 미세운동 신호 특성 분석," 한국전자파학회 하계종합학술대회, 2018년 8월.
9 P. P. Gandhi, S. A. Kassam, "Analysis of CFAR processors in homogeneous background," IEEE Transactions on Aerospace and Electronic Systems, vol. 24, no. 4, pp. 427-445, Jul. 1988.   DOI
10 M. I. Skolnik, Introduction to Radar Systems, London, McGraw-Hill, 2002.
11 최인오, 김시호, 이승필, 김영수, 김경태, 박상홍, "탄도미사일의 미세도플러 분석을 위한 측정환경 구성," 한국전자파학회 하계종합학술대회, 2014년 8월.
12 B. Lee, S. Lee, Y. J. Yoon, K. M. Park, and S. C. Kim, "Adaptive clutter suppression algorithm for human detection using IR-UWB radar," in 2017 IEEE Sensors, Glasgow, Oct.-Nov. 2017, pp. 1-3.