Fast chaos expansions of diffusive and sub-diffusive processes in orbital mechanics

Research output: Contribution to conferencePaperpeer-review

Abstract

This paper considers the case in which the dynamics of an object in orbit is subject to a random process that can be modelled as a generic Continuous Time Random-Walk (CTRW). This model can describe the situation in which an orbiting object is subject to random, non destructive, collisions. In the limit of an infinite number of collisions the process can converge to a standard Weiner process if the impacts occur at time increments that are stationary with finite variance. In this case it can be shown that the dynamics is subject to normal diffusion. However, impact can occur more slowly with time increments drawn from a heavy tailed distribution, in this case the dynamics is subject toa sub-diffusion process. The paper discusses how polynomial expansions with dynamic re-initialisation can be used to study the evolution of the dynamical system subject to a CTRW. A simple indicator of diffusion is then derived from the coefficients of the polynomial expansion. The same indicator is then used to study regular and chaotic motions in a dynamical system with uncertain model parameters. A few simple illustrative examples will complete the paper.
Original languageEnglish
Number of pages11
Publication statusPublished - 27 Oct 2021
Event72nd International Astronautical Congress - Dubai World Trade Centre, Dubai, United Arab Emirates
Duration: 25 Oct 202129 Oct 2021
https://iac2021.org/
https://www.iafastro.org/events/iac/iac-2021/

Conference

Conference72nd International Astronautical Congress
Abbreviated titleIAC 2021
Country/TerritoryUnited Arab Emirates
CityDubai
Period25/10/2129/10/21
Internet address

Keywords

  • anomalous diffusion
  • uncertainty quantification
  • polynomial chaos expansions

Fingerprint

Dive into the research topics of 'Fast chaos expansions of diffusive and sub-diffusive processes in orbital mechanics'. Together they form a unique fingerprint.

Cite this