Inertial Measurement Units (IMUs) are currently employed in devices used every day. Among these, there are smartphones, vehicles, drones, robots, and many others. The reliability and dynamical metrological performance represent a critical aspect to be considered for such devices, particularly under the application of vibrations representative of a real situation in which IMUs can operate. For this reason, the authors have proposed a new test plan based on a sine-on random vibration profile characterized by the presence of a sinusoidal component with the addition of a random vibration noise typical of automotive scenarios. The behavior of IMUs under analysis has been analyzed in deep by adopting suitable figures of merit, thus highlighting t...