A note on structural controllability and observability indices

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Abstract

In this note, we investigate the structural controllability and observability indices of structured systems. We provide counter-examples showing that an existing graph-theoretic characterization for the structural controllability index (SCOI) may not hold, even for systems with self-loop at every state node. We further demonstrate that this characterization actually provides upper bounds, and extend them to new graph-theoretic characterizations applicable to structurally uncontrollable systems. Additionally, we reveal that an existing method may fail to obtain the exact SCOI. Consequently, complete graph-theoretic characterizations and polynomial-time computation of SCOI remain open. Given this, we present an efficiently computable tight lower bound, whose tightness is validated by numerical simulations. All these results apply to the structural observability index by the duality between controllability and observability.

Original languageEnglish
Article number112675
JournalAutomatica
Volume183
DOIs
Publication statusPublished - Jan 2026
Externally publishedYes

Keywords

  • Cactus
  • Dynamic graphs
  • Graph-theoretic characterizations
  • Structural controllability index

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