2105.02945
Estimate the spectrum of affine dynamical systems from partial observations of a single trajectory data
Jiahui Cheng, Sui Tang
correctmedium confidence
- Category
- Not specified
- Journal tier
- Strong Field
- Processed
- Sep 28, 2025, 12:56 AM
- arXiv Links
- Abstract ↗PDF ↗
Audit review
The paper proves, for discrete-time affine systems, that q_{ASΩ,w} is uniquely determined from {SΩ x_t} and gives the per-eigenvalue equivalence (1)⇔(2)⇔(3); it reduces affine to homogeneous via first differences and argues through Jordan/Krylov decompositions (Theorem 3) . The candidate solution follows the same reduction, but develops uniqueness via the recurrence-operator ideal on Δy_t and proves the equivalences using a shift-operator elimination argument; this is consistent with the paper’s claims (Prop. 1, Lemma 4, Theorem 1/3) though presented through different mechanics . I find both correct; the model’s proof is a valid alternative emphasizing sequence recurrences and difference operators.
Referee report (LaTeX)
\textbf{Recommendation:} minor revisions
\textbf{Journal Tier:} strong field
\textbf{Justification:}
The work gives a principled characterization of which eigenvalues of an affine LTI system can be recovered from partial observations of a single trajectory, handling general Jordan structure. The proofs are correct and the algorithms are well-motivated. Some presentational improvements would make the connections between algebraic and time-domain viewpoints more transparent and clarify finite-sample guarantees for the affine reduction.