English

$1/f^\alpha$ noise from self-organized critical models with uniform driving

Statistical Mechanics 2009-10-31 v1 Adaptation and Self-Organizing Systems

Abstract

Using the well-known Olami-Feder-Christensen model as our paradigm, we show how to modify uniform driven self-organized critical models to generate 1/fα1/f^\alpha noise. Our model can reproduce all the main features of 1/fα1/f^\alpha noise: (1) α\alpha is close to one and does not depend on the dimension of the system. (2) The 1/fα1/f^\alpha behavior is found for very low frequencies. (3) The spatial correlations do not obey a power law. That proves that spatially extended systems based on activation-deactivation processes do not have to be point-driven to produce 1/fα1/f^\alpha noise. The essential ingredient is a local memory of the activation-deactivation process.

Keywords

Cite

@article{arxiv.cond-mat/0010158,
  title  = {$1/f^\alpha$ noise from self-organized critical models with uniform driving},
  author = {Jörn Davidsen and Heinz Georg Schuster},
  journal= {arXiv preprint arXiv:cond-mat/0010158},
  year   = {2009}
}

Comments

5 pages, 4 figures. To appear in Phys. Rev. E