Jm. Carlson et al., A LIMIT-THEOREM FOR TAGGED PARTICLES IN A CLASS OF SELF-ORGANIZING PARTICLE-SYSTEMS, Stochastic processes and their applications, 47(1), 1993, pp. 1-16
The dynamics of tagged particles in a class of models which can exhibi
t nontrivial scaling behavior (self-organized criticality (SOC)) is in
vestigated. Previously it was shown that in the hydrodynamic limit the
se models are described by diffusion equations with singular diffusion
coefficients-a fact which explains the self-organizing behavior. Here
we develop an alternate means for identifying SOC in these systems. W
e establish a functional central limit theorem for the rescaled positi
on of a tagged particle in each model, and we establish asymptotics fo
r the variance of the limiting Brownian motion as the density approach
es unit (critical) density. We expect these methods will provide a use
ful means of characterizing the dynamics in related self-organizing sy
stems.