The upperbound of the nonlinear estimation error and a priori accuracy analysis of correlational hill climbing systems

For a priori analysis of the accuracy in estimating the unknown parameters from measurements containing their nonlinear functions, the estimation error upperbound can be used which is explicitly expressed as certain characteristics of these functions. In the case of correlation hill-climbing systems this indicator reduces to the correlation radius of the field used in parameter estimation.