Local Level Lab

Airborne measurements. Open methods.

Receiver derivatives and their uncertainty

The exact-trajectory force calculation is only the first gate. Real receiver positions are noisy, irregularly timed observations; differentiating them can amplify errors and correlate successive force estimates.

Next software stage

Build a separate local-polynomial receiver adapter that returns position, first derivative and second derivative together with their full joint covariance. Use actual timestamps and a declared support window. Do not use gyroscopes, fused navigation, a preferred model or its residuals to choose the window.

Represent differentiation as an explicit linear operator on the original coordinate observations. Use the complete declared coordinate covariance, including temporal and cross-coordinate dependence, before solving the weighted polynomial problem. Keep every coefficient and fail on deficient rank. Retain position/derivative correlations rather than treating the derivatives as exact.

Known-answer checks must cover exact polynomial motion, irregular epochs, derivative signs and units, correlated/common coordinate errors, rank loss, gaps, nonfinite inputs and source immutability. Compare propagated covariance with an independent matrix calculation; no simulation campaign is needed for these linear identities.

Before recorded-data use

Neither exact-trajectory agreement nor differentiation software checks establish calibrated observational coverage, gyro-only evidence or a new scientific finding. No recorded-data optimizer allowance is introduced by this plan.