“…However, due to changing speed and load conditions during the machine operation, CM data/signals often demonstrate amplitude modulated (AM) and/or frequency modulated (FM) characteristics, which pose a challenge in the signal analysis for an accurate fault diagnosis using the traditional time or frequency analysis techniques [3,4]. Time-frequency analysis (TFA) techniques are effective tools to characterize the time-varying features in a non-stationary signal [5].…”