Nonlinear Sciences – Adaptation and Self-Organizing Systems
Scientific paper
2009-08-06
Nonlinear Sciences
Adaptation and Self-Organizing Systems
Scientific paper
There continues to be widespread interest in 1/f^(alpha) behavior in baseline power spectral densities (PSD's) but its origins remain controversial. Zwanzig-Mori projection operators provide a rigorous, common starting place for building a theory of PSD's from the bottom up. In this approach, one separates out explicit "system" degrees of freedom (which are experimentally monitored) from all other implicit or "bath" degrees of freedom, and then one "projects" or integrates out all the implicit degrees of freedom. The result is the generalized Langevin equation. Within this formalism, the system PSD has a simple relation to the bath PSD. We explore how several models of the bath PSD affect the system PSD. We suggest that analyzing the baseline can yield valuable information on the bath. The Debye model of acoustic bath oscillations in particular gives rise to a low frequency 1/f divergence. Other power law behaviors are possible with other models. None of these models require self-organized criticality.
Beggs John M.
Hsu David
Hsu Murielle
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