Profile analysis is a major part of airport pavement management. An automated process that is used in Signal processing data with nonlinear and nonstationary characteristics is presented considering the Hilbert-Huang Transform (HHT) Ensemble Empirical Mode Decomposition (EEMD) approach utilized to define segments with roughness and resonance issues (critical range of wavelength) between the aircraft and the pavement profile.