Abstract: Based on M sequence signal, a new approach for computing the norm L₁(or L_∞) upper bound of the modelling error matrix in complex multivariable systems is introduced. The most remarkable feature of this method is that the results can be on-line processed, and the robustness condition for complex systems has less conservatism.