Speaker
Description
Today AI cannot be verified and validated for critical applications as the ECSS requirements on software quality are not adapted to be applied for learning systems but for deterministic control algorithms. Likewise, there are a multitude of potential use-cases for AI within the space domain, e.g. health monitoring, AOCS, VBN, image processing and more, but the qualification of such developments has to consider application specific constraints.
An ECSS working group has been initiated this year. It is aiming at creating guidelines on how machine learning (ML) models, e.g. neural networks, shall be qualified for space application on-board & on-ground in space missions for Cat B/C/D software. Cat A software is for the time being excluded.
The working group, its objectives and activities will be presented.
