Combined interacting multiple model map-tuned variance method for ground target tracking

Feng Yang, Q. A.N. Quan, Y. A.N. Liang, Y. E. Liang, Yongmei Cheng

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Through introducing terrain information, the ground target tracking may be further improved because the constraints of the terrain information can decrease the target modeling uncertainties due to unexpected maneuvers. In this paper, combined interacting multiple model map-tuned variance Method (C-IMMMTV) is presented. The mew method combines the adoptively model adjusting and terrain information judgments, and can accurately match the practical motion of ground target. It also utilizes the historical accumulation of judgments to confirm the model matching results. Simulation results show that the new method outperforms than others by compared with Kalman filter (KF), map-tuned Variance method (MTV), and interacting multiple model method (IMM).

源语言英语
主期刊名Proceedings of the 2005 International Conference on Information and Knowledge Engineering, IKE'05
278-282
页数5
出版状态已出版 - 2005
活动2005 International Conference on Information and Knowledge Engineering, IKE'05 - Las Vegas, NV, 美国
期限: 20 6月 200523 6月 2005

出版系列

姓名Proceedings of the 2005 International Conference on Information and Knowledge Engineering, IKE'05

会议

会议2005 International Conference on Information and Knowledge Engineering, IKE'05
国家/地区美国
Las Vegas, NV
时期20/06/0523/06/05

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