The Naval Space Surveillance System is a network of radio frequency interfe
rometer stations designed to detect satellites. Angular metric data from th
e system are used in real time to update the catalog of known space objects
maintained by the U.S. Air Force and Naval components of United States Spa
ce Command. For many years the system has operated with a near real-time ca
libration of the detector electronics but without a rigorous tie to an exte
rnal reference frame. One way to establish such a tie is by comparing syste
m measurements with data derived by satellite laser ranging. In principle,
public-domain laser ranging data on geodetic satellites can always be used
to generate a few high-precision reference orbits whose ephemerides can be
compared with surveillance measurements. In the right circumstances special
laser tracking data on any suitable satellite can be taken simultaneously
with surveillance measurements and compared directly. Both approaches offer
benefit to space surveillance operations, and both have been demonstrated
in previous work. This analysis initiates the analytical investigation of h
ow precisely errors can be resolved in the surveillance measurements, using
laser ranging derived data. Equations are presented, which relate Naval sp
ace surveillance uncertainties to reference data uncertainties in explicit
terms. Simple geometric measurement models are considered, rather than deta
iled physical measurement models, in order to provide fundamental understan
ding of how errors transform in the two types of calibration considered. Th
e resulting formulas are suitable for deriving calibration requirements and
simplified error budgets, either analytically or by numerical simulation.