Improved multi-target radar TBD algorithm

被引:6
|
作者
Bi, Xin [1 ,2 ]
Du, Jinsong [1 ,2 ]
Zhang, Qingshi [1 ,2 ]
Wang, Wei [1 ,2 ]
机构
[1] Chinese Acad Sci, Shenyang Inst Automat, Shenyang 110179, Peoples R China
[2] Key Lab Radar Syst Res & Applicat Technol Liaonin, Shenyang 110179, Peoples R China
关键词
track before detect (TBD); Hough transform; multi-dimensional; Kalman filter; TRACK-BEFORE-DETECT; HOUGH TRANSFORM; PERFORMANCE; TARGETS; FILTER;
D O I
10.1109/JSEE.2015.00135
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Considering radar detection for multi-target recognition, a track before detect (TBD) algorithm based on Hough transform is adopted for identifying and tracking multi-target radar. By increasing the dimensions of the target characteristic parameters, the target detection and track accuracy is increased. Also, by multi-level filtering processing, the diverging points of the echo signal are condensed, which improves the performance of identifying and tracking multiple targets. Simulation results show that compared with traditional TBD algorithms, the presented algorithm has better performance in the aspects of multi-target tracking, detecting and distinguishing.
引用
收藏
页码:1229 / 1235
页数:7
相关论文
共 50 条
  • [1] Improved multi-target radar TBD algorithm
    Xin Bi
    Jinsong Du
    Qingshi Zhang
    Wei Wang
    Journal of Systems Engineering and Electronics, 2015, 26 (06) : 1229 - 1235
  • [2] Based on Improved ESPRIT Algorithm Radar Multi-Target Recognition
    Jia, Haitao
    Li, Jian
    Yang, Taoliu
    Zhang, Wei
    2013 IEEE 11TH INTERNATIONAL CONFERENCE ON DEPENDABLE, AUTONOMIC AND SECURE COMPUTING (DASC), 2013, : 416 - 421
  • [3] Multi-Target Detection Algorithm for FMCW Radar
    Hyun, Eugin
    Oh, Woojin
    Lee, Jong-Hun
    2012 IEEE RADAR CONFERENCE (RADAR), 2012,
  • [4] A novel multi-target TBD scheme for GNSS-based passive bistatic radar
    Tang, Tao
    Wang, Pengbo
    Zhao, Peng
    Zeng, Hongcheng
    Chen, Jie
    IET RADAR SONAR AND NAVIGATION, 2024, 18 (12): : 2497 - 2512
  • [5] Improved CA-CFAR Algorithm Based on LFMCW Radar Multi-Target Detection
    Sun Binbin
    Shen Tao
    Li Hongpeng
    Cui Xiaorong
    Chen Yukui
    LASER & OPTOELECTRONICS PROGRESS, 2021, 58 (08)
  • [6] Multi-target Detection Algorithm for Automotive FMCW Radar
    Hyun, Eugin
    Oh, Woo-Jin
    Lee, Jong-Hun
    RADAR SENSOR TECHNOLOGY XVI, 2012, 8361
  • [7] An improved peak extraction algorithm in PHD based multi-target tracking algorithm applied to passive radar
    Zhao Li-quan
    Zhao Dan-feng
    Xu Cong
    2010 6TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS NETWORKING AND MOBILE COMPUTING (WICOM), 2010,
  • [8] An MCMC-BASED PARTICLE FILTER TBD ALGORITHM FOR MULTI-TARGET DETECTION AND TRACKING
    Ling, Fan
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND MANAGEMENT INNOVATION, 2015, 28 : 1119 - 1124
  • [9] An improved waveform for multi-target detection in FMCW vehicle radar
    Li, Jian
    Che, Wenquan
    Shen, Tao
    Feng, Wenjie
    Li, Xuyang
    Deng, Kuan
    PROCEEDINGS OF THE 2016 7TH INTERNATIONAL CONFERENCE ON MECHATRONICS, CONTROL AND MATERIALS (ICMCM 2016), 2016, 104 : 203 - 206
  • [10] Improved multi-target tracking algorithm based on SMC-CBMeMBer for the airborne Doppler radar
    Luo, Muyang
    Sun, Hemin
    Wu, Weihua
    Xie, Xin
    Jiang, Surong
    JOURNAL OF ENGINEERING-JOE, 2019, 2019 (20): : 6377 - 6381