J. Hocherman et E. Zeheb, DESIGN CONSIDERATIONS AND STABILITY OF A DIGITAL-FILTER WITH FINITE WORD-LENGTH, Circuits, systems, and signal processing, 14(2), 1995, pp. 145-166
A method to improve the stability of the forced response of a recursiv
e digital filter with nonlinearities due to finite wordlength is prese
nted. An analysis of applying a stability criterion on the nonlinear f
ilter is performed by transforming the problem into a mathematical pro
blem of finding a zero set. As a result of the mathematical analysis,
one can find a maximal sector size that bounds an equivalent nonlinear
ity, so that stability is ensured. This sector size is influenced by t
he choice of the desired nonlinearity characteristic appropriate to th
e problem, and the amount of the input scaling needed. Another improve
ment of the filter's stability is obtained by adding a feedback gain,
the value of which is determined by using the zero set-finding method.
Simulation results showing the improved stability properties of a fil
ter designed by this method are presented.