Local Level Lab

Airborne measurements. Open methods.

Next bounded phase: explain the stopping failure

Approved bounded phase. This phase investigates the two failed calibration fits without refitting them or launching another calibration campaign.

Both fits passed the position-error screens. Their fresh-check position changes were under 0.5 mm, but their relative cost change exceeded the numerical limit. Before replacing the solver, determine whether this comes from its derivatives, numerical repeatability or the step used to check convergence.

What would run

Step Fixed work Cooperative limit
Check the diagnostic software Twelve known-answer problems and sixteen guard cases 30 minutes
Examine saved parameter values Four fixed-point numerical probes; no new nonlinear fits 2 hours
Audit and publish Error tables, interpretation and remaining limits 30 minutes

The phase ends with its report, including an inconclusive or failed outcome. It does not automatically proceed to a new solver or another campaign.

The four points

Use the two failed starts, one successful start from the preceding noise example, and one successful alternate-processing start from the failing example. All four are already exposed development examples using simulated measurements; reserved validation seeds and aircraft recordings remain untouched.

At each saved point:

  1. Repeat the same residual calculation three times to check repeatability.
  2. Compare every analytic derivative with finite differences at three fixed step sizes, respecting parameter bounds.
  3. Repeat the original undamped stopping probe and separate its cost, stationarity and position checks.

These measurements can identify inconsistent derivatives, limited numerical precision, or a difficulty in the local step. Agreement would narrow the problem but would not prove that the original fits reached an optimum.

Firm limits

Finish line: a verified report within a three-hour cooperative execution allowance, then stop for review. No statistical confidence or Earth-model decision is produced by this diagnostic.

Previous phase outcome · Implementation and exact selection · Roadmap.