Back to search
2501.05285

Pitch Plane Trajectory Tracking Control for Sounding Rockets via Adaptive Feedback Linearization

Pedro dos Santos, Paulo Oliveira

correctmedium confidence
Category
Not specified
Journal tier
Specialist/Solid
Processed
Sep 28, 2025, 12:56 AM

Audit review

The paper does not claim stability of the outer-loop PI–PD for arbitrary positive gains; it explicitly selects gains via an LQR design on the augmented state, which by construction yields a Hurwitz closed-loop (see the definition of v_out and the resulting LTI error dynamics in Eqs. (59)–(62), and the proof text of Theorem 2 stating the characteristic polynomial is Hurwitz) . The model’s critique about “any positive gains” attacks a claim the paper does not make. Regarding estimator convergence, the inner-loop adaptation estimates additive constant (or slowly varying) disturbances (fax, τa) directly with integral laws (41)–(42); this is exactly the setting of Lemma 1 (Eqs. (36)–(37)), which ensures convergence of both the tracking errors and the disturbance-estimation errors without requiring persistence of excitation, under the stated assumptions (cf. Theorem 1 and its proof) . With these inner estimates converging and the aerodynamic moment modeling used in the indirect estimate (57), the horizontal force estimation error i f̃_az also vanishes, yielding asymptotic stability of the outer loop for |θ|<π/2 as claimed (Theorem 2), and likewise for the full cascade (Theorem 3) .

Referee report (LaTeX)

\textbf{Recommendation:} minor revisions

\textbf{Journal Tier:} specialist/solid

\textbf{Justification:}

The paper’s inner–outer loop design is technically sound and the stability arguments are consistent with standard nonlinear/adaptive control theory under the stated assumptions. The LQR-with-integral outer loop makes the closed-loop matrix Hurwitz, and the adaptive inner loop estimates additive disturbances without requiring persistence of excitation. Minor clarifications would further strengthen the exposition and preempt misreadings, but no substantive changes appear necessary.