On locally self-similar fractional random fields indexed by a manifold

Abstract

Local self-similarity for Euclidean random fields has been introduced since a while. In this paper, we extend it for manifold indexed random fields. We then give examples and derive some properties of the tangent field. In the Gaussian and α-stable cases, we obtain the expected relations between the fractional index H and the stability index α.