Experimental Demonstration of Ship Target Detection in GNSS-Based Passive Radar Combining Target Motion Compensation and Track-before-Detect Strategies

被引:27
|
作者
Santi, Fabrizio [1 ]
Pastina, Debora [1 ]
Bucciarelli, Marta [2 ]
机构
[1] Sapienza Univ Rome, Dept Informat Engn Elect & Telecommun, I-00184 Rome, Italy
[2] Sympas Srl, I-00192 Rome, Italy
基金
欧盟地平线“2020”;
关键词
passive radar; GNSS-based passive radar; maritime surveillance; long integration time; track-before-detect; MOVING TARGET; THRESHOLDED OBSERVATIONS; ALGORITHM; LOCALIZATION;
D O I
10.3390/s20030599
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This work discusses methods and experimental results on passive radar detection of moving ships using navigation satellites as transmitters of opportunity. The reported study highlights as the adoption of proper strategies combining target motion compensation and track-before-detect methods to achieve long time integration can be fruitfully exploited in GNSS-based passive radar for the detection of maritime targets. The proposed detection strategy reduces the sensitivity of long-time integration methods to the adopted motion models and can save the computational complexity, making it appealing for real-time implementations. Experimental results obtained in three different scenarios (port operations, navigation in open area, and river shipping) comprising maritime targets belonging to different classes show as this combined approach can be employed with success in several operative scenarios of practical interest for this technology.
引用
收藏
页数:20
相关论文
共 50 条
  • [31] Underwater target track-before-detect detection method based on cross location and Hough transform
    Wang, Xuemin
    Zhang, Xiangyu
    Wu, Minghui
    Li, Wenhai
    [J]. Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2023, 45 (07): : 1957 - 1964
  • [32] Radar Detection of Swerling 3 Target in G0-distributed Clutter Via Track-Before-Detect
    Jiang, Haichao
    Yi, Wei
    Kong, Lingjiang
    Yang, Xiaobo
    He, Binbin
    [J]. 2016 IEEE RADAR CONFERENCE (RADARCONF), 2016, : 984 - 988
  • [33] Maritime Moving Target Indication Using Passive GNSS-Based Bistatic Radar
    Ma, Hui
    Antoniou, Michail
    Pastina, Debora
    Santi, Fabrizio
    Pieralice, Federica
    Bucciarelli, Marta
    Cherniakov, Mikhail
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2018, 54 (01) : 115 - 130
  • [34] Maritime Moving Target Localization Using Passive GNSS-Based Multistatic Radar
    Ma, Hui
    Antoniou, Michail
    Stove, Andrew G.
    Winkel, Jon
    Cherniakov, Mikhail
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 56 (08): : 4808 - 4819
  • [35] UAV TARGET DETECTION ALGORITHM USING GNSS-BASED BISTATIC RADAR
    Zeng, Hong-cheng
    Zhang, Hao-jie
    Chen, Jie
    Yang, Wei
    [J]. 2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, : 2167 - 2170
  • [36] Track-Before-Detect Strategies for Radar Detection in G0-Distributed Clutter
    Yi, Wei
    Jiang, Haichao
    Kirubarajan, Thia
    Kong, Lingjiang
    Yang, Xiaobo
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2017, 53 (05) : 2516 - 2533
  • [37] Constrained δ-GLMB Filter for Multi-Target Track-Before-Detect using Radar Measurements
    Papi, Francesco
    [J]. 2015 EUROPEAN INTELLIGENCE AND SECURITY INFORMATICS CONFERENCE (EISIC), 2015, : 90 - 97
  • [38] THRESHOLD DETERMINATION FOR DYNAMIC PROGRAMMING BASED TRACK-BEFORE-DETECT IN PASSIVE BISTATIC RADAR
    Guan Xin
    Zhong Li-hua
    Hu Dong-hui
    Ding Chi-biao
    [J]. 2014 12TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP), 2014, : 1938 - 1943
  • [39] Detection and tracking of an underwater target using the combination of a particle filter and track-before-detect
    Jing, Cun
    Lin, Zhangjin
    Li, Jianlong
    [J]. OCEANS 2016 - SHANGHAI, 2016,
  • [40] Ship target velocity estimation with multi-transmitter GNSS-based passive radar exploiting long integration times
    Nasso, Ilaria
    Santi, Fabrizio
    Pastina, Debora
    [J]. 2021 21ST INTERNATIONAL RADAR SYMPOSIUM (IRS), 2021,