An algorithm for bounded-error identification of nonlinear systems based on DC functions

@article{Bravo2008AnAF,
  title={An algorithm for bounded-error identification of nonlinear systems based on DC functions},
  author={Jos{\'e} M. Bravo and Teodoro Alamo and M. J. Redondo and Eduardo F. Camacho},
  journal={Automatica},
  year={2008},
  volume={44},
  pages={437-444}
}
This paper presents a guaranteed method for the parameter estimation of nonlinear models in a bounded-error context. This method is based on functions which consists of the difference of two convex functions, called DC functions. The method considers DC representations of the functional form of the dynamic system to obtain an outer bound of the set of parameters that are consistent with the measurements, the system and the considered bounded error. At each iteration, the proposed algorithm… CONTINUE READING