Nonlinear system modeling based on bilinear Laguerre orthonormal bases

► We propose the new reduced complexity model entitled bilinear-Laguerre. ► The parameter identification of the bilinear-Laguerre model is achieved by a new approach. ► The parametric complexity reduction with respect to bilinear model is proved.