What another measurement is worth — the pose choice generator
The smallest singular value of the identification Jacobian — the observability of the worst-recovered parameter — against how many poses were measured. The lower curve takes poses evenly round the crank; the upper one chooses each next pose to make this number as large as it can. Both rise steeply and then flatten: the 13 evenly-spaced poses already give four fifths of what 20 give. Chosen poses reach at 4 what even spacing needs 5 to reach. The flattening is not diminishing returns on accuracy — it is the information in a pose being a direction in a three-dimensional space, which a handful of well-spread poses already spans. Everything after that is averaging noise, which is a different gain and improves as the square root.
The dimensions as the unknownwide
Where it is used
- How many poses are enough Numbers that were measured
- Where a calibration should measure Numbers that were measured
- What another measurement is worth Numbers that were measured
- Four indices, four answers Numbers that were measured
- The pose the machine cannot reach Numbers that were measured
All essaysFieldsThreadsLaddersThe mechanism ledgerRefutationsConceptsSearch