On fixed gain recursive estimators with discontinuity in the parameters
arXiv:1609.05166
Abstract
In this paper we estimate the tracking error of a fixed gain stochastic approximation scheme. The underlying process is not assumed Markovian, a mixing condition is required instead. Furthermore, the updating function may be discontinuous in the parameter.
Thoroughly revised, Assumption 3.4 strengthened