On some generalizations of Landau´s theorem applicable to analysis of adaptive systems

A generalization of Landau´s theorem concerning the properties of a class of adaptive algorithms is given. This generalization enables us, firstly, to establish an exponential convergence result for some special algorithms, and secondly, to establish the properties used in the stability analysis of adaptive control schemes for a broader class of algorithms than has been done before.