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多模型估计的新分支——变结构多模型方法 被引量：2

A New Branch of Multimodel Method: Variable Structure Multimodel Method
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摘要 作为多模型方法的新分支,变结构多模型方法(VSMM)是当前机动目标跟踪、故障诊断等领域中研究的热点。首先简述了VSMM方法的发展过程和近期动态,在对VSMM方法进行深入分析的同时针对其理论核心——模型集自适应(MSA)策略进行讨论;详细介绍了几种现存的典型VSMM算法;同时简述了VSMM方法的应用概况;最后指出了目前VSMM方法重点关注的问题热点和今后的研究领域。 As a new branch of multiple model method, variable structure multiple model method is a hot topic, involving target tracking, fault detection, etc. Firstly, the recent development of VSMM is out- lined. Then, VSMM is analyzed in depth. Moreover, an important theory of VSMM-the method of model set adaptive （MSA） is discussed. Afterward, several existent typical algorithms of VSMM are expoun- ded. The applied development of VSMM is also summarized. Finally, some important hot topics and further research fields of VSMM are provided.
作者 刘扬 刘火平 吴钦章
机构地区 中国科学院光电技术研究所 中国科学院研究生院 中国人民解放军
出处 《现代防御技术》 北大核心 2011年第3期163-169,共7页 Modern Defence Technology
关键词 多模型方法 变结构多模型 递归自适应模型集合 模型集合自适应 multimodel method variable multimodel method recursive adaptive model-set approach model-set adaptation
分类号 TP391 [自动化与计算机技术—计算机应用技术] TP301.6 [自动化与计算机技术—计算机系统结构]
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参考文献36

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共引文献1

同被引文献18

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现代防御技术
2011年 第3期

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