Structural Health Monitoring (SHM) technologies have been under development for decades as an enabler of condition based maintenance (CBM), with the goal of providing damage detection capabilities to facilitate remaining useful life estimates. The spacecraft industry has applied these tools to some manned systems as a way to detect potential risk factors early-on and alert personnel to repair. Satellites however, are not designed to consider maintenance, thus the motivation for SHM technologies on unmanned spacecraft are considerably different. Here, the focus is on providing greater insight into the state of the structure as it is built and flown to quickly diagnose any anomalies. This paper discusses an experiment being developed at the Air Force Research Laboratories utilizing commercially available SHM hardware. Technical challenges will be discussed along with details into the planned experimental campaign.