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题名:
Maneuvering target tracking based on multiple model methods
作者: Li, Siyuan1,2,3; Bao, Qiliang2,3
出版日期: 2014
会议名称: Proceedings of SPIE: 7th International Symposium on Advanced Optical Manufacturing and Testing Technologies: Optoelectronics Materials and Devices for Sensing and Imaging
会议日期: 2014
学科分类: Clutter (information theory) - Forecasting - Manufacture - Materials testing - Optoelectronic devices
DOI: 10.1117/12.2073318
中文摘要: Trajectory prediction is essential for the maneuvering target tracking. Nowadays, one of the major challenges for precise prediction of position and velocity of one maneuvering target is the mismatching of target motion model and the movement mode the target performs. In order to solve this problem, the interacting multiple model method is proposed, which is able to adopt the current model to match the target motion mode so that the precision of prediction can be improved. One of the major problems of the interacting mult iple model methods is the selection of models for the algorithm. In this paper, such three models as constant velocity model, exponential increasing accelerat ion model, and the generalized coordinated turn model is selected. Afterwards, one simulat ion to verify the validation of the algorithm is performed, and it indicates that the interacting mult iple model methods with the specific models utilized in this paper does have the ability to track maneuvering target quite precisely.
英文摘要: Trajectory prediction is essential for the maneuvering target tracking. Nowadays, one of the major challenges for precise prediction of position and velocity of one maneuvering target is the mismatching of target motion model and the movement mode the target performs. In order to solve this problem, the interacting multiple model method is proposed, which is able to adopt the current model to match the target motion mode so that the precision of prediction can be improved. One of the major problems of the interacting mult iple model methods is the selection of models for the algorithm. In this paper, such three models as constant velocity model, exponential increasing accelerat ion model, and the generalized coordinated turn model is selected. Afterwards, one simulat ion to verify the validation of the algorithm is performed, and it indicates that the interacting mult iple model methods with the specific models utilized in this paper does have the ability to track maneuvering target quite precisely.
收录类别: Ei
语种: 英语
卷号: 9284
ISSN号: 0277786X
文章类型: 会议论文
页码: 92840Q
Citation statistics:
内容类型: 会议论文
URI标识: http://ir.ioe.ac.cn/handle/181551/7413
Appears in Collections:光电工程总体研究室(一室)_会议论文

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作者单位: 1. University of Chinese Academy of Sciences, Beijing, China
2. Institute of Optics and Electronics Chinese Academy of Sciences, Chengdu, China
3. Key Laboratory of Beam Control, Chengdu, China

Recommended Citation:
Li, Siyuan,Bao, Qiliang. Maneuvering target tracking based on multiple model methods[C]. 见:Proceedings of SPIE: 7th International Symposium on Advanced Optical Manufacturing and Testing Technologies: Optoelectronics Materials and Devices for Sensing and Imaging. 2014.
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