节点文献
目标跟踪的交互多模型方法(英文)
Target Tracking Using the Interactive Multiple Model Method
【摘要】 目的开发一个实用的目标跟踪方法,它对机动目标和非机动目标的跟踪精度都很高.方法首先建立新IMM跟踪模型,然后用计算机仿真的方法证实该模型的性能,并与已有的经常用于机动目标跟踪的“当前”加速度模型比较.结果仿真结果表明,IMM模型在目标运动的非机动段的跟踪精度比“当前”加速度模型高得多,而在机动段则有着与“当前”加速度模型相当的精度.结论在目标跟踪时,IMM模型比“当前”加速度模型有更高的综合精度,它将发展成为一种实用目标跟踪方法.
【Abstract】 Aim To develop a practical target tracking algorithm for different motion modes. Methods After creation of the new model, it was implemented by computer simulation to prove its performance and compared with the often-used current statistical model. Results The simulation results show that the new IMM (interactive multiple model) have low tracking error in both maneuVering segment and non~Inaneuwi segment while the current statistical model bas muCh higher tracking error in non-maneuvering segment. Conclusion In the point of trackintaccuracy, the new IMM method is much better than the current acceleration method. It can develop into a practical target hacking method.
【Key words】 interactive multiple model; tracking; maneuvering target; Kalman filter;
- 【文献出处】 Journal of Beijing Institute of Technology(English Edition) ,北京理工大学学报(英文版) , 编辑部邮箱 ,1998年03期
- 【分类号】TP801
- 【被引频次】30
- 【下载频次】212