Research on rock mass strength parameter perception based on multi-feature fusion of vibration response while drilling

•A rock strength perception method based on vibration signal is proposed.•The relationship between vibration response and rock strength parameters is revealed.•Vibration response while drilling is analyzed in hybrid domains.•Reduce the dimensionality of features and extract useful features by KPCA.•The BA-BP neural network is used for the perception of rock mass strength parameters.