| 基于自动机模型数据关联性能评估算法 |
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| 引用本文： | 梁冰,刘群.基于自动机模型数据关联性能评估算法[J].电子科技大学学报(社会科学版),2008(4). |
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| 作者姓名： | 梁冰 刘群 |
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| 作者单位： | 哈尔滨理工大学计算机科学与技术学院;哈尔滨工程大学计算机科学与技术学院; |
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| 摘 要： | 提出了一种基于自动机理论的性能评估方法,通过在有限自动机模型中增加描述观测的时间序列,来扩展其对数据关联过程的表达能力;使用时序有限自动机模型来描述关联处理算法的模型;使用带时间属性的字符串表示目标航迹。对数据关联的时序有限自动机模型进行一致性和可达性分析,并在此基础上给出了性能评估算法。实验结果证明该方法可以有效地评价关联算法的性能。
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| 关 键 词： | 数据关联 性能评估 时序有限自动机模型 时间序列 |
Method of Data Association Performance Evaluation Based on Automata Theory Consistency and Reachability Analysis |
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| LIANG Bing, LIU Qun.Method of Data Association Performance Evaluation Based on Automata Theory Consistency and Reachability Analysis[J].Journal of University of Electronic Science and Technology of China(Social Sciences Edition),2008(4). |
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| Authors: | LIANG Bing LIU Qun |
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| Affiliation: | LIANG Bing1,, LIU Qun2 (1. College of Computer Science , Technology,Harbin University of Science , Technology Harbin 150001,2. College of Computer Science , Technology,Harbin Engineering University Harbin 150001) |
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| Abstract: | The research goal of data association in the past has primarily focused on establishing a computational approach for association processing algorithms. In this paper, a performance evaluation model is proposed for data association based on temporal finit automata. An algorithm for checking the consistency and reachability of the model is developed. A simulation experiment illustrates the effectiveness of this method in the analysis and verification of the performance of data association algorithms. |
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| Keywords: | data association performance evaluation temporal finite automata time series |
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