Integral-equation approach to system identification

Abstract

Abstract This paper presents an integral-equation approach to the problem of parameter identification in continuous linear SISO, MIMO and linear-in-parameters nonlinear systems. Parameter estimates are deduced from an appropriate set of overdetermined equations, which are solved in a least-squares sense. The effects of deterministic disturbances at system input and output are also included in the analysis.