Worst-Case Finite-Frequency H2-Norm Analysis of Uncertain Linear Systems
The H 2 norm is a fundamental design metric in many control applications and it is therefore important to evaluate how it is affected by uncertainties in the model. In the space domain, the H 2 norm is particularly significant when the Pointing Error Source (PES) of a satellite can be approximated by a white noise, which is often the case for microvibrations and acoustic disturbances. The present paper discusses a new method to identify a set of real parametric uncertainties which maximizes (resp. minimizes) the finite-frequency H 2 norm of an uncertain Multiple-Input Multiple-Output (MIMO) linear system. To do so, the analytical expression of the finite-frequency H 2 norm is first approximated as a sum of contributions on a discrete frequency grid. A constrained nonlinear optimization is then performed to maximize (resp. minimize) the so-obtained function. The proposed worst-case finite-frequency H 2 -norm analysis paves the way to a wide range of possible applications, specially when integrated into the Verification and Validation (V&V) process of space missions requiring high pointing performances. The theoretical results derived in the paper are implemented and successfully tested on models of increasing complexity.
Authors
- Hélène Evain (ORCID: https://orcid.org/0000-0001-8802-5410)
- Jean‐Marc Biannic (ORCID: https://orcid.org/0000-0003-2687-4956)
- Clément Roos (ORCID: https://orcid.org/0000-0002-7961-3197)
- Tommaso Casati
Institutions
- Université Fédérale de Toulouse Midi-Pyrénées (FR)
- Centre National d'Études Spatiales (FR)
- Office National d'Études et de Recherches Aérospatiales (FR)
- European Space Agency (FR)
- National Space Agency (MY)
Publication Details
- Journal
- IFAC-PapersOnLine
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1016/j.ifacol.2025.10.078
- Primary Topic
- Probabilistic and Robust Engineering Design
- Type
- article
- Field-Weighted Citation Impact
- 0.00