On stochastic stability of systems driven by red noise

We consider discrete-time non-linear stochastic dynamical systems where the driving noise is not i.i.d. but an autoregressive process (``red noise''). Under a standard dissipativity condition, we prove geometrically fast convergence to a stationary distribution in total variation.