The Naval Space Surveillance System is a network of continuous-wave VHF interfemmeter stations designed to detect Earth satellites. Angular metric data from the system are used in real time to update the catalog of known space objects maintained by the Air Force and Naval components of United States Space Command. For many yeais, the system has operated with a near real-time calibration of the detector electronics but without a rigorous tie to an external refemxe franc. One way to establish such a tie is by comparing system measurements with data derived by Satellite Laser Ranging. In principle, public-domain laser ranging data on geodetic satellites can always be used to genenite a few high-precision iefemie oibits whose ephemerides can be compaid with surveillance measurements. In the right circumstances, special laser tracking data on any suitable satellite can be taken simultaneously with surveillance measurements and compaid directly. Both approaches offer benefit to space surveillance operations, and both have been demonstrated in pivious work. This analysis initiates the analytical investigation of how precisely we can resolve errors in the surveillance measurements, using laser mnging-derived data. Equations ai presented which relate surveillance measurement uncertainties to reference data uncertainties in explicit terms. Simple geometric measurement models are considered, rather than detailed physical measurement models, in order to provide fundamental understanding of how enois transform in the two types of calibration considered. The resulting formulae are suitable for deriving calibration requirements and simplified error budgets, either analytically or by numerical simulation.