Cw. Wu et Lo. Chua, SYMBOLIC DYNAMICS OF PIECEWISE-LINEAR MAPS, IEEE transactions on circuits and systems. 2, Analog and digital signal processing, 41(6), 1994, pp. 420-424
In this paper we develop the theory of symbolic dynamics on piecewise-
linear maps. We prove several results concerning periodic points and a
dmissible periodic sequences and show how this theory is used on maps
which are composed of signum functions by means of two examples in sig
nal processing, namely digital filters with overflow nonlinearity and
sigma-delta modulators. For example, we show that in the double-loop s
igma-delta modulator with a two-bit quantizer, the set of initial cond
itions which generate periodic output has zero measure for any constan
t input, in contrast to the single-loop sigma-delta modulator.