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      KCI등재 SCI SCIE SCOPUS

      Drone Detection with Chirp‐Pulse Radar Based on Target Fluctuation Models

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      https://www.riss.kr/link?id=A105258937

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      다국어 초록 (Multilingual Abstract)

      This paper presents a pulse radar system to detect drones based on a target fluctuation model, specifically the Swerling target model. Because drones are small atypical objects and are mainly composed of non‐conducting materials, their radar cross...

      This paper presents a pulse radar system to detect drones based on a target fluctuation model, specifically the Swerling target model. Because drones are small atypical objects and are mainly composed of non‐conducting materials, their radar cross‐section value is low and fluctuating. Therefore, determining the target fluctuation model and applying a proper integration method are important. The proposed system is herein experimentally verified and the results are discussed. A prototype design of the pulse radar system is based on radar equations. It adopts three different pulse modes and a coherent pulse integration to ensure a high signal‐to‐noise ratio. Outdoor measurements are performed with a prototype radar system to detect Doppler frequencies from both the drone frame and blades. The results indicate that the drone frame and blades are detected within an instrumental maximum range. Additionally, the results show that the drone's frame and blades are close to the Swerling 3 and 4 target models, respectively. By the analysis of the Swerling target models, proper integration methods for detecting drones are verified and can thus contribute to increasing in detectability.

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      참고문헌 (Reference)

      1 E.G. Alivizatos, "Towards a Range-Doppler UHF Multistatic Radar for the Detection of Non-cooperative Targets with Low RCS" 19 (19): 2015-2031, 2005

      2 V.C. Chen, "The Micro-Doppler Effect in Radar" Artech House 2011

      3 D.P. Meyer, "Radar Target Detection" Academic Press 1973

      4 M. Skolnik, "Radar Handbook" McGraw-Hill 1990

      5 P. Swerling, "Probability of Detection for Fluctuating Targets, ASTIA Document Number AD 80638" 1954

      6 "NAZA-M V2 Product, DJI Inc"

      7 M. Ritchie, "Multistatic Micro-Doppler Radar Feature Extraction for Classification of Unloaded/Loaded Micro-Drones" 11 (11): 116-124, 2017

      8 M. Ritchie, "Monostatic and Bistatic Radar Measurements of Birds and Micro-Drone" 1-5, 2016

      9 B. Cagliyan, "Micro-Doppler-Based Human Activity Classification Using the Mote-Scale BumbleBee Radar" 12 (12): 2135-2139, 2015

      10 "MRP-15 Carbon Fiber Propeller Product, DualSky Inc."

      1 E.G. Alivizatos, "Towards a Range-Doppler UHF Multistatic Radar for the Detection of Non-cooperative Targets with Low RCS" 19 (19): 2015-2031, 2005

      2 V.C. Chen, "The Micro-Doppler Effect in Radar" Artech House 2011

      3 D.P. Meyer, "Radar Target Detection" Academic Press 1973

      4 M. Skolnik, "Radar Handbook" McGraw-Hill 1990

      5 P. Swerling, "Probability of Detection for Fluctuating Targets, ASTIA Document Number AD 80638" 1954

      6 "NAZA-M V2 Product, DJI Inc"

      7 M. Ritchie, "Multistatic Micro-Doppler Radar Feature Extraction for Classification of Unloaded/Loaded Micro-Drones" 11 (11): 116-124, 2017

      8 M. Ritchie, "Monostatic and Bistatic Radar Measurements of Birds and Micro-Drone" 1-5, 2016

      9 B. Cagliyan, "Micro-Doppler-Based Human Activity Classification Using the Mote-Scale BumbleBee Radar" 12 (12): 2135-2139, 2015

      10 "MRP-15 Carbon Fiber Propeller Product, DualSky Inc."

      11 Y. Kim, "Human Detection and Activity Classification Based on Micro-Doppler Signatures Using Deep Convolutional Neural Networks" 13 (13): 8-12, 2016

      12 M.A. Richards, "Fundamentals of Radar Signal Processing" McGraw-Hill 2005

      13 S.Y. Yang, "Electromagnetic Backscattering from Aircraft Propeller Blades" 33 (33): 1432-1435, 1997

      14 M. Jahangir, "Doppler Characteristics of Micro-Drones with L-Band Multibeam Staring Radar" 1052-1057, 2017

      15 J. Klare, "Detection of UAVs Using the MIMO Radar Miracle-KA" 1-4, 2016

      16 G.J. Mendis, "Deep Learning Based Doppler Radar for Micro UAS Detection and Classification" 924-929, 2016

      17 T.K. Sarkar, "Coherent Processing across Multiple Staggered Pulse Repetition Interval (PRI) Dwells in Radar"

      18 F. Fioranelli, "Classification of Unarmed/Armed Personnel Using the NetRAD Multistatic Radar for Micro-Doppler and Singular Value Decomposition Features" 12 (12): 1933-1937, 2015

      19 J. Martin, "Analysis of the Theoretical Radar Return Signal from Aircraft Propeller Blades" 569-572, 1990

      20 J. Martin, "Analysis of the Effects of Blade Pitch on the Radar Return Signal from Rotating Aircraft Blades" 446-449, 1992

      21 J. Drozdowicz et al., "35 GHz FMCW Drone Detection System" 1-4, 2016

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2023 평가예정 해외DB학술지평가 신청대상 (해외등재 학술지 평가)
      2020-01-01 평가 등재학술지 유지 (해외등재 학술지 평가) KCI등재
      2005-09-27 학술지등록 한글명 : ETRI Journal
      외국어명 : ETRI Journal
      KCI등재
      2003-01-01 평가 SCI 등재 (신규평가) KCI등재
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0.78 0.28 0.57
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.47 0.42 0.4 0.06
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