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一种带渐消因子的偏差配准和目标跟踪算法
引用本文:苏英,胡洪涛.一种带渐消因子的偏差配准和目标跟踪算法[J].计算机工程,2011,37(12):185-186.
作者姓名:苏英  胡洪涛
作者单位:1. 滨州学院计算机科学技术系,山东滨州,256610
2. 滨州市滨城区信息中心,山东滨州,256619
摘    要:在多平台多传感器跟踪系统中,提出一种带渐消因子的偏差配准和目标跟踪算法,结合配准偏差和目标状态形成扩维状态变量以构造新的偏差配准模型,在跟踪过程中引入渐消因子对突变的目标状态变量进行快速响应。仿真结果表明,该算法能使系统偏差估计迅速收敛到真实值附近,在偏差发生突变时,具有较好的自适应性,并且可以提高系统的整体跟踪精度。

关 键 词:偏差配准  渐消因子  目标跟踪  均方根误差
收稿时间:2011-01-17

Deviation Registration and Target Tracking Algorithm with Fading Factor
SU Ying,HU Hong-tao.Deviation Registration and Target Tracking Algorithm with Fading Factor[J].Computer Engineering,2011,37(12):185-186.
Authors:SU Ying  HU Hong-tao
Affiliation:1.Department of Computer Science and Technology,Binzhou University,Binzhou 256610,China; 2.Information Center of Bincheng District,Binzhou 256619,China)
Abstract:In the multi-platform multi-sensor tracking system, this paper presents a deviation registration and target tracking algorithm with a fading factor. A new registration deviation model is built based on the deviation registration and the target stats, a fading factor is introduced to tracking process in order to improve the system robust, due to it can be fast response to abrupt change of states. Simulated results show that the algorithm can make the system deviation estimates rapidly converge to near the real value, and it has good adaptability and can improve the system's overall tracking precision when the deviation is mutation.
Keywords:deviation registration  fading factor  target tracking  Root Mean Square Error(RMSE)
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