A stochastic dynamic network model of the space environment

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Abstract

This work proposes to model the space environment as a stochastic dynamic network where each node is a group of objects of a given class, or species, and their relationship is represented by stochastic links. A set of stochastic dynamic equations, governing the evolution of the network, are derived from the network structure and topology. It will be shown that the proposed system of stochastic dynamic equations well reproduces existing results on the evolution of the space environment. The analysis of the structure of the network and relationships among node can help to understand which species of objects and orbit regimes are more critical and affect the most the future evolution of the space environment. In analogy with ecological networks, we develop a theory of the carrying capacity of space based on the stability of equilibria of the network dynamics. Some examples are presented starting from the current population of resident objects and different launch traffic forecast models. It will be shown how the proposed network model can be used to study the effect of the adoption of different policies on the execution of collision avoidance and post mission disposal manoeuvres.
Original languageEnglish
Place of PublicationIthaca, NY
Number of pages40
DOIs
Publication statusPublished - 5 Nov 2024

Funding

This work was supported through the Horizon 2020 MSCA ETN Stardust-R (grant agreement number: 813644). ESA OSIP Multi-layer Network Model of the Space Environment, contract 4000129448/20/NL/MH, Project officer: Stijn Lemmens.

Keywords

  • space debris
  • space environment
  • network theory
  • stochastic dynamics

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