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Mixed Small Gain and Phase Theorem: A new view using Scale Relative Graphs

Published: March 17, 2025 | arXiv ID: 2503.13367v1

By: Eder Baron-Prada , Adolfo Anta , Alberto Padoan and more

Potential Business Impact:

Makes complex machines more stable and predictable.

Business Areas:
A/B Testing Data and Analytics

We introduce a novel approach to feedback stability analysis for linear time-invariant (LTI) systems, overcoming the limitations of the sectoriality assumption in the small phase theorem. While phase analysis for single-input single-output (SISO) systems is well-established, multi-input multi-output (MIMO) systems lack a comprehensive phase analysis until recent advances introduced with the small-phase theorem. A limitation of the small-phase theorem is the sectorial condition, which states that an operator's eigenvalues must lie within a specified angle sector of the complex plane. We propose a framework based on Scaled Relative Graphs (SRGs) to remove this assumption. We derive two main results: a graphical set-based stability condition using SRGs and a small-phase theorem with no sectorial assumption. These results broaden the scope of phase analysis and feedback stability for MIMO systems.

Country of Origin
🇨🇦 🇨🇭 Switzerland, Canada

Page Count
6 pages

Category
Mathematics:
Optimization and Control