On the affine recursion on R+d\mathbb R_+^d

preprint2020arXivOpen access

Abstract

We fix d≥2d \geq 2 and denote S\mathcal S the semi-group of d×dd \times d matrices with non negative entries. We consider a sequence (An,Bn)n≥1(A_n, B_n)_{n \geq 1} of i. i. d. random variables with values in S×R+d\mathcal S\times \mathbb R_+^d and study the asymptotic behavior of the Markov chain (Xn)n≥0(X_n)_{n \geq 0} on R+d \mathbb R_+^d defined by: ∀n≥0,Xn+1=An+1Xn+Bn+1, \forall n \geq 0, \qquad X_{n+1}=A_{n+1}X_n+B_{n+1}, where X0X_0 is a fixed random variable. We assume that the Lyapunov exponent of the matrices AnA_n equals 00 and prove, under quite general hypotheses, that there exists a unique (infinite) Radon measure λλ on (R+)d(\mathbb R^+)^d which is invariant for the chain (Xn)n≥0(X_n)_{n \geq 0}. The existence of λλ relies on a recent work by T.D.C. Pham about fluctuations of the norm of product of random matrices . Its unicity is a consequence of a general property, called "local contractivity", highlighted about 20 years ago by M. Babillot, Ph. Bougerol et L. Elie in the case of the one dimensional affine recursion .

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