Additive functionals as rough paths
- Deuschel, Jean-Dominique
- Orenshtein, Tal
- Perkowski, Nicolas
- Rough paths, invariance principles in the rough, path topology, additive functionals of Markov processes, Kipnis--Varadhan theory, homogenization, random conductance model, random walks with random conductances
We consider additive functionals of stationary Markov processes and show that under Kipnis--Varadhan type conditions they converge in rough path topology to a Stratonovich Brownian motion, with a correction to the Lévy area that can be described in terms of the asymmetry (non-reversibility) of the underlying Markov process. We apply this abstract result to three model problems: First we study random walks with random conductances under the annealed law. If we consider the Itô rough path, then we see a correction to the iterated integrals even though the underlying Markov process is reversible. If we consider the Stratonovich rough path, then there is no correction. The second example is a non-reversible Ornstein-Uhlenbeck process, while the last example is a diffusion in a periodic environment. As a technical step we prove an estimate for the p-variation of stochastic integrals with respect to martingales that can be viewed as an extension of the rough path Burkholder-Davis-Gundy inequality for local martingale rough paths of [FV08], [CF19] and [FZ18] to the case where only the integrator is a local martingale.
- Ann. Probab., 49 (2021), pp. 1450--1479, DOI 10.1214/20-AOP1488 .