DocumentCode :
1128533
Title :
Symbolic dynamics of piecewise-linear maps
Author :
Wu, Chai Wah ; Chua, Leon O.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., California Univ., Berkeley, CA, USA
Volume :
41
Issue :
6
fYear :
1994
fDate :
6/1/1994 12:00:00 AM
Firstpage :
420
Lastpage :
424
Abstract :
In this paper we develop the theory of symbolic dynamics on piecewise-linear maps. We prove several results concerning periodic points and admissible periodic sequences and show how this theory is used on maps which are composed of signum functions by means of two examples in signal processing, namely digital filters with overflow nonlinearity and sigma-delta modulators. For example, we show that in the double-loop sigma-delta modulator with a two-bit quantizer, the set of initial conditions which generate periodic output has zero measure for any constant input, in contrast to the single-loop sigma-delta modulator
Keywords :
analogue-digital conversion; delta modulation; digital filters; filtering and prediction theory; piecewise-linear techniques; symbol manipulation; admissible periodic sequences; digital filters; double-loop sigma-delta modulator; nonlinear signal processing; overflow nonlinearity; periodic points; piecewise-linear maps; signum functions; single-loop sigma-delta modulator; symbolic dynamics; two-bit quantizer; zero measure; Circuits; Delta-sigma modulation; Digital filters; Digital modulation; Digital signal processing; Nonlinear dynamical systems; Particle measurements; Piecewise linear techniques; Signal analysis;
fLanguage :
English
Journal_Title :
Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1057-7130
Type :
jour
DOI :
10.1109/82.300203
Filename :
300203
Link To Document :
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