Local Level Lab

Airborne measurements. Open methods.

Diagnosis of the generated height-only endpoint

Fixed question

Diagnose the single failed endpoint from the completed projected-fitting qualification. Reconstruct its independently generated twelve-second motion, with the same model, clock, bounds, initialization, covariance, six parameters and extended native arithmetic. Preserve the qualification and its unrun tests.

This is a fixed-endpoint diagnostic, not continuation of optimization. No original recording is read and no optimizer is started. Linear bounded solves are diagnostic proposals only; their outcomes cannot relabel a failed fit.

Fixed operations

Use exactly 33 generated-motion tangent evaluations:

  1. Reproduce the saved endpoint and its cost/stationarity: one evaluation.
  2. Repeat that identical point to check determinism: one evaluation.
  3. Evaluate the independently known generating parameters: one evaluation.
  4. Check every derivative with central differences at normalized steps 0.001 and 0.0001: six parameters × two signs × two step sizes = 24 evaluations. All points must remain feasible; reject an unsupported point rather than changing its step or silently clipping it.
  5. Calculate two bounded linear corrections at the original endpoint: the existing unscaled BVLS correction and a column-scaled formulation of the same feasible linear problem. Evaluate fractions 1, 1/4 and 1/16 of each correction, always starting from the original endpoint: six evaluations.

Retain all columns, including weak or zero columns. Do not truncate singular directions or reinterpret full numerical rank as unique calibration. Report singular vectors, column norms, linear versus nonlinear changes, physical retained/full-coordinate errors, and componentwise stationarity. Scaling must transform the step bounds consistently; both formulations use the same original linear residual and feasible physical parameter region.

Persistence and limits

Constructed-matrix tests first check the scaling/bounds mapping, retained weak columns and derivative-error summaries. These cheap software tests are separate from the 33-call native allowance. An informative correction is a diagnostic result, not qualification of a new solver or authorization for recorded refits.