The timely and accurate detection and identification of faults in various mechanical structures during their operations can play a vitally important role. Currently, however, there exist major challenges and barriers. Because the mechanical structures are continuous with infinitely many possible scenarios/patterns of faults that have extremely small characteristic lengths, the sensory system needs to rely on the usage of high-frequency response signals.