Adjacent errors for assessing estimation and modeling algorithm performance

Some modeling errors of the RLS algorithm are defined. Inequalities among the variances of these errors are obtained. These inequalities show how the RLS algorithm behaves as it tracks process parameters. By simulation it is shown that virtually all algorithms like the RLS algorithm exhibit the same error behavior.