From Fourier Transform to Wavelet Transform: A Historical Perspective

To ensure safe and economical operation and product quality, manufacturing machines and processes are constantly monitored and evaluated for their working conditions, on the basis of signals collected by sensors, which are generally presented in the form of time series (e.g., time-dependent variation of vibration, pressure, temperature, etc.). To extract information from such signals and reveal the underlying dynamics that corresponds to the signals, proper signal processing technique is needed.

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