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Multi-dimensional dynamical analysis

  • US 20060287607A1
  • Filed: 01/26/2006
  • Published: 12/21/2006
  • Est. Priority Date: 08/27/2002
  • Status: Abandoned Application
First Claim
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1. A method of monitoring dynamical behavior of a multi-dimensional system comprising:

  • generating a multi-dimensional representation for each of a plurality of signals acquired from corresponding channels of the multi-dimensional system;

    generating a plurality of dynamical profiles for each channel based on the corresponding multi-dimensional representations, wherein each dynamical profile reflects dynamical characteristics of the associated channel in accordance with one of a plurality of dynamical metrics;

    calculating a plurality of first statistical measures for a group of a plurality of the channels, wherein each first statistical measure reflects a level of interaction among the channel group associated with at least one of the plurality of dynamical metrics;

    calculating in an initialization period a second statistical measure for each of the first statistical measures, wherein the second statistical measure reflects a level of association of the first statistical measure with related occurrences being monitored;

    selecting in the initialization period at least one of the plurality of dynamical metrics based on the second statistical measures calculated for each of the plurality of first statistical measures; and

    identifying in the initialization period the first statistical measures corresponding to the selected dynamical metrics to characterize the dynamical behavior of the multi-dimensional system.

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