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    • 3. 发明申请
    • Multi-dimensional dynamical analysis
    • 多维动力学分析
    • US20060287607A1
    • 2006-12-21
    • US11339606
    • 2006-01-26
    • James SackellaresDeng-Shan ShiauLinda DanceLeonidas IasemidisPanos PardalosWanpracha Chaovalitwongse
    • James SackellaresDeng-Shan ShiauLinda DanceLeonidas IasemidisPanos PardalosWanpracha Chaovalitwongse
    • A61B5/04
    • G06K9/0057G05B23/024
    • Techniques for investigating dynamical behavior of complex systems for monitoring, diagnosing, and predicting future behavior and trends are presented. A method includes generating a multi-dimensional representation for each signal acquired from corresponding channels of a multi-dimensional system, and generating dynamical profiles for each channel in accordance with one of multiple dynamical metrics. The method includes calculating multiple first statistical measures for a group of the channels that reflect a level of interaction among the channel group associated with at least one of the metrics. The method includes calculating in an initialization period a second statistical measure for each of the first statistical measures that reflect the association of the first statistical measures with related occurrences under investigation. The method includes selecting in the initialization period at least one of the metrics based on the second statistical measures, and identifying the first statistical measures corresponding to the selected metrics to characterize dynamical behavior.
    • 介绍了用于调查复杂系统动态行为监测,诊断和预测未来行为和趋势的技术。 一种方法包括为从多维系统的相应信道获取的每个信号生成多维表示,以及根据多个动态度量中的一个为每个信道生成动态简档。 该方法包括计算反映与至少一个度量相关联的信道组之间的交互级别的一组信道的多个第一统计度量。 该方法包括在初始化期间计算反映第一个统计量度与被调查的相关事件的关联的每个第一统计度量的第二统计量度量。 该方法包括在初始化期间基于第二统计度量来选择度量中的至少一个,以及识别与所选度量相对应的第一统计量度,以表征动态行为。