A nonparametric method based on nonparametric impulse response(IR) mod
els is applied to the control system design of a two-degree-of-freedom
direct drive manipulator. Linearized models of the manipulator system
are obtained by a direct test method and are in the form of nonparame
tric IRs. The controllers are also represented by nonparametric IR mod
els, and are implemented as finite-impulse response (FIR) digital filt
ers. Satisfactory control performance is achieved in the experimental
verification of the non-parametric designs.