Frequency Aliasing is a state in which signal data (sensor data such as vibration) is collected at too low a frequency. This causes the signal to be incorrectly translated from analog to digital, resulting in a signal distortion. Nyquist-Shannon sampling theorem is one way to measure the right frequency response.