Nominal state relationship with support vector machines and its sliding mode control application

This paper derives a novel nominal state relationship (NSR) by using support vector machines (SVM). By using the NSR, a novel sliding surface which has the dynamics of a nominal system controlled by pole placement is proposed. The sliding mode control (SMC) with this novel sliding surface gives its robustness to pole placement control systems with uncertainties.