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Identifying nonlinear multi-degree-of-freedom (MDOF) systems through the experimental data is a problem of considerable importance in the applied mechanics area.Recently, time-frequency analysis (TFA) based methods provide a simple and effective solution for the nonlinear single degree-of-freedom (SDOF) system identification.