A general approach for analyzing baseline power spectral densities: Zwanzig-Mori projection operators and the generalized Langevin equation
arXiv:0908.0793
Abstract
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.
References in corpus (6)
- Power laws, Pareto distributions and Zipf's law
- Macroscopic models of local field potentials and the apparent 1/f noise in brain activity
- 1/f noise: a pedagogical review
- A simple measure of memory for dynamical processes described by the generalized Langevin equation
- Modeling 1/f noise
- Modeling scaled processes and 1/f^b noise by the nonlinear stochastic differential equations