How to dimension distances in technical drawings with custom scale
Even if a technical drawing has no standard scale, you can easily dimension distances using PDF Annotator.
Fetching a custom scale for use with the Dimension tool works exactly as described for the Measure tool in the How to measure distances in technical drawings with custom scale tutorial.
Next, follow the Dimensioning Distances tutorial, using that custom scale.