帮助 关于我们

返回检索结果

Improved multi-target radar TBD algorithm

查看参考文献22篇

文摘 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 multilevel 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.
来源 Journal of Systems Engineering and Electronics ,2015,26(6):1229-1235 【核心库】
DOI 10.1109/JSEE.2015.00135
关键词 track before detect (TBD) ; Hough transform ; multidimensional ; Kalman filter
地址

Shenyang Institute of Automation, Chinese Academy of Sciences, Key Laboratory on Radar System Research and Application Technology of Liaoning Province, Shenyang, 110179

语种 英文
文献类型 研究性论文
ISSN 1004-4132
学科 电子技术、通信技术
基金 supported by the Innovation Subject of the Shenyang Institute of Automation, Chinese Academy of Science
文献收藏号 CSCD:5597584

参考文献 共 22 共2页

1.  Stein J. Generalized correlation of multitarget track data. Aerospace and Electronic Systems,1975,11(6):1207-1217 CSCD被引 8 次    
2.  Blackman S S. Multiple-target tracking with radar applications,1986 CSCD被引 17 次    
3.  Ristic B. Cramer - Rao lower bound for tracking multiple targets. IEE Proceedings - Radar, Sonar and Navigation,2004,151(3):129-134 CSCD被引 5 次    
4.  Ristic B. A metric for performance evaluation of multi-target tracking algorithms. IEEE Trans. on Signal Processing,2011,59(7):3452-3457 CSCD被引 45 次    
5.  Carlson B D. Search radar detection and track with the Hough transform - Part I: system concept. IEEE Trans. on Aerospace and Electronic Systems,1994,30(1):102-108 CSCD被引 156 次    
6.  Orlando D. Track-before-detect algorithms for targets with kinematic constraints. IEEE Trans. on Aerospace and Electronic Systems,2011,47(3):1837-1849 CSCD被引 25 次    
7.  Stefano B. Track-before-detect procedures in a multi-target environment. IEEE Trans. on Aerospace and Electronic Systems,2008,44(3):1135-1150 CSCD被引 45 次    
8.  Johnston L A. Performance analysis of a dynamic programming track before detect algorithm. IEEE Trans. on Aerospace and Electronic Systems,2002,38(1):228-242 CSCD被引 79 次    
9.  Tonissen S M. Peformance of dynamic programming techniques for track-before-detect. IEEE Trans. on Aerospace and Electronic Systems,1996,32(4):1440-1451 CSCD被引 57 次    
10.  Juho V. Directional filtering for sequential image analysis. IEEE Signal Processing Letters,2008,15:902-905 CSCD被引 1 次    
11.  Grossi E. A novel dynamic programming algorithm for track-before-detect in radar systems. IEEE Trans. on Signal Processing,2013,61(10):2608-2619 CSCD被引 44 次    
12.  Liu S. New analytical approach to detection threshold of a dynamic programming track-beforedetect algorithm. IET Proceedings - Radar, Sonar and Navigation,2013,7(7):773-779 CSCD被引 1 次    
13.  Yi W. Student highlight: dynamic programming-based track-before-detect approach to multitarget tracking. IEEE Aerospace and Electronic Systems Magazine,2012,27(12):31-33 CSCD被引 8 次    
14.  Boers Y. Multitarget particle filter track before detect application. IEE Proceedings - Radar, Sonar and Navigation,2004,151(6):351-357 CSCD被引 46 次    
15.  Peter H. A multi-rate multiple model track-beforedetect particle filter. Mathematical and Computer Modelling,2009,49(1/2):146-162 CSCD被引 18 次    
16.  Gao S. Small target track-before-detect algorithm based on unscented particle filtering. Journal of Computer Applications, (in Chinese),2009,29(8):2060-2064 CSCD被引 1 次    
17.  Carlson B D. Search radar detection and track with the Hough transform - Part II: detection statistics. IEEE Trans. on Aerospace and Electronic Systems,1994,30(1):109-115 CSCD被引 38 次    
18.  Carlson B D. Search radar detection and track with the hough transform - Part III: detection performance with binary integration. IEEE Trans. on Aerospace and Electronic Systems,1994,30(1):116-125 CSCD被引 156 次    
19.  Chen J. A modified probabilistic data association filter in a real clutter environment. IEEE Trans. on Aerospace and Electronic Systems,1996,32(1):300-313 CSCD被引 19 次    
20.  Garvanov I. Radar detection and track determination with a transform analogous to the hough transform. Proc. of the International Radar Symposium,2006:121-124 CSCD被引 1 次    
引证文献 3 篇

1 薄钧天 临近空间高超声速多目标检测前跟踪算法 航空学报,2022,43(5):325299
CSCD被引 0 次

2 王学敏 基于交叉定位和Hough变换检测前跟踪的水下目标检测方法 系统工程与电子技术,2023,45(7):1957-1964
CSCD被引 1 次

显示所有3篇文献

论文科学数据集
PlumX Metrics
相关文献

 作者相关
 关键词相关
 参考文献相关

版权所有 ©2008 中国科学院文献情报中心 制作维护：中国科学院文献情报中心
地址：北京中关村北四环西路33号 邮政编码：100190 联系电话：(010)82627496 E-mail:cscd@mail.las.ac.cn 京ICP备05002861号-4 | 京公网安备11010802043238号