Abstract
Understanding the statistical properties of the aperiodic planar Lorentz gas stands as a grand challenge in the theory of dynamical systems. Here we study a greatly simplified but related model, proposed by Arvind Ayyer and popularized by Joel Lebowitz, in which a scatterer configuration on the torus is randomly updated between collisions. Taking advantage of recent progress in the theory of time-dependent billiards on the one hand and in probability theory on the other, we prove a vector-valued almost sure invariance principle for the model. Notably, the configuration sequence can be weakly dependent and non-stationary. We provide an expression for the covariance matrix, which in the non-stationary case differs from the traditional one. We also obtain a new invariance principle for Sinai billiards (the case of fixed scatterers) with time-dependent observables, and improve the accuracy and generality of existing results.
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Ayyer A., Liverani C., Stenlund M.: Quenched CLT for random toral automorphism. Disc. Cont. Dyn. Syst. 24(2), 331–348 (2009)
Ayyer A., Stenlund M.: Exponential decay of correlations for randomly chosen hyperbolic toral automorphisms. Chaos 17(4), 043116, 7 (2007)
Billingsley, P.: Convergence of probability measures. In: Wiley Series in Probability and Statistics: Probability and Statistics, 2nd edn. New York: Wiley, 1999
Bradley, R.C.: Basic properties of strong mixing conditions. A survey and some open questions. Probab. Surv. 2 107–144, (2005) (update of, and a supplement to, the 1986 original)
Chernov N.: Advanced statistical properties of dispersing billiards. J. Stat. Phys. 122(6), 1061–1094 (2006)
Chernov, N., Markarian, R.: Chaotic billiards. In: Mathematical Surveys and Monographs, Vol. 127, Providence, RI: Amer. Math. Soc., 2006
Demers M.F., Zhang H.-K.: Spectral analysis of the transfer operator for the Lorentz gas. J. Mod. Dyn. 5(4), 665–709 (2011)
Gouëzel S.: Almost sure invariance principle for dynamical systems by spectral methods. Ann. Prob. 38(4), 1639–1671 (2010)
Gray, R.M.: Probability, random processes, and ergodic properties, 2nd edn. Dordrecht: Springer, 2009
Holland M., Melbourne I.: Central limit theorems and invariance principles for Lorenz attractors. J. Lond. Math. Soc. (2) 76(2), 345–364 (2007)
Lacey M.T., Philipp W.: A note on the almost sure central limit theorem. Stat. Prob. Lett. 9(3), 201–205 (1990)
Lenci M.: Aperiodic Lorentz gas: recurrence and ergodicity. Erg. Th. Dyn. Syst. 23(3), 869–883 (2003)
Lenci M.: Typicality of recurrence for Lorentz gases. Erg. Th. Dyn. Syst. 26(3), 799–820 (2006)
Leonov V.P.: On the dispersion of time means of a stationary stochastic process. Teor. Verojatnost. i Primenen. 6, 93–101 (1961)
Leskelä L., Stenlund M.: A local limit theorem for a transient chaotic walk in a frozen environment. Stoch. Proc. Appl. 121(12), 2818–2838 (2011)
Melbourne I., Nicol M.: Almost sure invariance principle for nonuniformly hyperbolic systems. Commun. Math. Phys. 260(1), 131–146 (2005)
Melbourne I., Nicol M.: A vector-valued almost sure invariance principle for hyperbolic dynamical systems. Ann. Prob. 37(2), 478–505 (2009)
Nándori P., Szász D., Varjú T.: A central limit theorem for time-dependent dynamical systems. J. Stat. Phys. 146(6), 1213–1220 (2012)
Nicol M., Persson T.: Smooth Livšic regularity for piecewise expanding maps. Proc. Am. Math. Soc. 140(3), 905–914 (2012)
Ott W., Stenlund M., Young L.-S.: Memory loss for time-dependent dynamical systems. Math. Res. Lett. 16(3), 463–475 (2009)
Pène F.: Rate of convergence in the multidimensional central limit theorem for stationary processes. Application to the Knudsen gas and to the Sinai billiard. Ann. Appl. Prob. 15(4), 2331–2392 (2005)
Philipp, W., Stout, W.: Almost sure invariance principles for partial sums of weakly dependent random variables. Mem. Amer. Math. Soc. 2, (issue 2, 161):iv+140, Providence, RI: Amer. Math. Soc., 1975
Robinson E.A.: Sums of stationary random variables. Proc. Am. Math. Soc. 11, 77–79 (1960)
Rosenblatt, M.:Markov processes. Structure and asymptotic behavior. Die Grundlehren der mathematischen Wissenschaften, Band, Vol. 184, New York: Springer, 1971
Simula T., Stenlund M.: Deterministic walks in quenched random environments of chaotic maps. J. Phys. A Math. Theor. 42(24), 245101 (2009)
Stenlund M.: A strong pair correlation bound implies the CLT for Sinai billiards. J. Stat. Phys. 140(1), 154–169 (2010)
Stenlund M.: Non-stationary compositions of Anosov diffeomorphisms. Nonlinearity 24, 2991–3018 (2011)
Stenlund, M., Young, L.-S., Zhang, H.: Dispersing billiards with moving scatterers. Commun. Math. Phys. 322, 909–955 (2013)
Strassen V.: An invariance principle for the law of the iterated logarithm. Z. Wahr. Verw. Geb. 3, 211–226 (1964)
Troubetzkoy S.: Stochastic stability of scattering billiards. Teoret. Mat. Fiz. 86(2), 221–230 (1991)
Withers C.S.: Central limit theorems for dependent variables. I. Z. Wahr. Verw. Geb. 57(4), 509–534 (1981)
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Stenlund, M. A Vector-Valued Almost Sure Invariance Principle for Sinai Billiards with Random Scatterers. Commun. Math. Phys. 325, 879–916 (2014). https://doi.org/10.1007/s00220-013-1870-3
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DOI: https://doi.org/10.1007/s00220-013-1870-3