A Neural Net Controller for Flexible-Joint Manipulators

A backpropagation neural network is trained off-line to model the nonlinear invers dynamics of a flexible-joint manipulator. It is then used as the model based portion of an inverse dynamics control strategy, resulting in an overall linear system. The proposed scheme assumes no knowledge of the specific plant dynamics, and therefore has the potential to be extended to arbitrary nonlinear control problems.