Self-similarity and fractional Brownian motions on Lie groups
F. Baudoin, L. Coutin

TL;DR
This paper introduces a fractional Brownian motion on Lie groups via stochastic differential equations, characterizes its self-similarity properties, and establishes foundational results including an integration by parts formula and density existence.
Contribution
It defines fractional Brownian motion on Lie groups, characterizes when self-similarity is global, and proves key analytical properties like an integration by parts formula.
Findings
Fractional Brownian motion on Lie groups has stationary increments.
Self-similarity is characterized for specific Lie groups.
An integration by parts formula and density existence are established.
Abstract
The goal of this paper is to define and study a notion of fractional Brownian motion on a Lie group. We define it as at the solution of a stochastic differential equation driven by a linear fractional Brownian motion. We show that this process has stationary increments and satisfies a local self-similar property. Furthermore the Lie groups for which this self-similar property is global are characterized. Finally, we prove an integration by parts formula on the path group space and deduce the existence of a density.
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Taxonomy
TopicsStochastic processes and financial applications · Complex Systems and Time Series Analysis · Mathematical Dynamics and Fractals
