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实现态势估计的一种模板匹配算法 被引量:7

A Template Matching Algorithm for Implementing Situation Assessment
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摘要 态势估计可归为一个多假设动态分类问题。如何找到态势假设和发生事件间的关系,是态势估计系统需要解决的问题。本文讨论了基于模式的态势知识库的建立,给出了一种基于模板匹配的知识推理算法,并运用专家系统工具 CLIPS 实现了事件/活动、军事计划的模板表示及推理,表明了使用模板匹配的方法求解态势估计问题的可行性。 Situation assessment is a dynamic classification problem of multiple hypotheses. Finding out the hidden patterns between situation hypothesis and events is the problem needed to solve in situation assessment system. The establishment of situation knowledge library based on schema is first discussed in this paper. And then a knowledge inference algorithm based on template matching is presented. Finally, an expert system tool, CLIPS, is utilized to implement the template expression and inference of events or activities and military plans, which shows the feasibility by using the algorithm in solving the problem of situation assessment.
出处 《计算机科学》 CSCD 北大核心 2006年第5期229-230,249,共3页 Computer Science
基金 国防科技预研基金项目资助
关键词 态势估计 信息融合 模板匹配 Situation assessment, Information fusion, Template matching
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参考文献4

  • 1Kirillov V P.Constructive Stochastic Temporal Reasoning in Situation Assessment.IEEE Trans.on System,Man and Cybernetics,1994,21(7):1099~1113
  • 2Noble D F.Schema-Based Knowledge Elicitation for planning and Situation Assessment Aids.IEEE Trans.on SMC,1989,19(3):473~482
  • 3Azarewicz J,Fala G,Heithecher C.Template-Based Multi-Agent Plan Recognition for Tactical Situation Assessment.In:Proc.of 5thConf.on Artificial Intelligence Applications,March 1989.247~254
  • 4Giarratano J,Riley G著.印鉴,等译.专家系统原理及编程.机械电子出版社,2001

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