This chapter introduces a framework to measure dynamic interactions of different orders in networks of multiple interconnected systems, expanded in the frequency domain to explore their spectral patterns. The framework is defined for dynamic systems, i.e. systems evolving over time whose activity is modeled appropriately in the context of multivariate random processes.

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Dynamic Networks of Random Processes

  • Laura Sparacino

摘要

This chapter introduces a framework to measure dynamic interactions of different orders in networks of multiple interconnected systems, expanded in the frequency domain to explore their spectral patterns. The framework is defined for dynamic systems, i.e. systems evolving over time whose activity is modeled appropriately in the context of multivariate random processes.