Journal of Projectiles, Rockets, Missiles and Guidance >
A Kind of Asynchronous Track Fusion Algorithm in Multiple Heterogeneous Sensors Jointed Fracking
Received date: 2013-04-22
Online published: 2025-05-30
According to data sampling asynchronization in jointed tracking kinds of heterogeneous sensors. An asynchronous fusion algorithm suitable for engineering application between heterogeneous sensors with different sampling frequency was presented. Firstly, data compression based on the least squares estimation was used to preprocess the infrared angular information. Then, the processed infrared angular information together with laser ranging information was made as photoelectric measurement values in the extended Kalman filter, so photoelectric sensor and radar information was well fused by distributed asynchronous fusion algorithm. Finally, the simulation results showed that the algorithm had a good tracking precision, convergence speed and real-time.
WANG Yue , ZHOU Deyun , YANG Wei , BO Shi . A Kind of Asynchronous Track Fusion Algorithm in Multiple Heterogeneous Sensors Jointed Fracking[J]. Journal of Projectiles, Rockets, Missiles and Guidance, 2014 , 34(2) : 153 -156 . DOI: 10.15892/j.cnki.djzdxb.2014.02.049
| [1] | CH AN Y T,REA T A. Passive tracking scheme for angle stationary observer[J] . IEEE Transactions on Aerospace and Electronic Systems,2002,38(3):1046-1054. |
| [2] | 戚国庆,盛安冬,刘艳,等. 一种利用测角信息提高航路估计精度的方法[J] . 兵工学报,2005,26(2):260-262. |
| [3] | Alouani A T,Gray J E,McCabe D H. Theory of distributed estimation using multiple asynchronous sensors[J]. IEEE Trans. on Aerospace and Electronic Systems,2005, 41( 2):717-722. |
| [4] | Alouani A T. Generalized asynchronous track fusion with feedback[C]// SPIE,2005,5810: 45-55. |
| [5] | Alouani A T. Simplified generalized asynchronous track fusion filter[C]// SPIE ,2006,6238: 1-12. |
| [6] | 何金刚,马慧敏. 一种雷达/红外双模制导信息融合滤波算法[J]. 弹箭与制导学报, 2011, 31(5):98-102. |
| [7] | 邵玮,祝小平,赵刚,等. 一种无人机红外/毫米波雷达数据融合方法[J]. 西北工业大学学报,2012,30(2):175-180. |
| [8] | 董劲松,刘纬亮,徐毓. 一种异类传感器之间的异步航迹融合算法[J]. 空军雷达学院学报, 2004, 18(1):19-21. |
| [9] | 滕克难,董云龙,盛安冬. 多传感器异步融合技术研究 [J]. 系统工程与电子技术, 2010, 32(2):221-225. |
| [10] | 何友,修建娟,张晶炜,等. 雷达数据处理及应用[M]. 北京: 电子工业出版社, 2009: 156-160. |
| [11] | 王晓华,敬忠良,陈非,等. 红外与激光主/被动联合跟踪算法[J]. 红外与激光工程,2001,30(4):219-225. |
| [12] | 杨凯,杨维,石德乾,等. 一种新的红外激光联合跟踪滤波算法[J]. 火炮发射与控制学报, 2011(6):86-89. |
| [13] | 郭蕴华,杨维,石德乾. 一种机动目标跟踪的异步航迹融合算法[J]. 计算机工程, 2011, 37(7) :21-23. |
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