Title :
Sinusoidal response of a second-order digital filter with two´s complement arithmetic
Author :
Ling, Bingo Wing-Kuen ; Tam, Peter Kwong-Shun
Author_Institution :
Dept. of Electron. & Inf. Eng., Hong Kong Polytech. Univ., China
fDate :
5/1/2003 12:00:00 AM
Abstract :
In this brief, results of the sinusoidal response case are presented. It is found that the visual appearance of the trajectory of the sinusoidal response case is much richer than that of the autonomous and step-response cases. Based on the state-space technique, the state vectors to be periodic are investigated. The set of initial conditions and the necessary conditions on the filter parameters are also derived. When overflow occurs, the system is nonlinear. If the corresponding symbolic sequences are periodic, some trajectory patterns are simulated. Since the state-space technique is not sufficient to efficiently derive the sets of initial conditions and the necessary conditions on the filter parameters, a frequency-domain technique is employed to figure out the set of initial conditions. When the symbolic sequences are aperiodic, an elliptical fractal pattern or random-like chaotic pattern is found.
Keywords :
chaos; digital filters; fractals; frequency-domain analysis; network parameters; state-space methods; elliptical fractal pattern; filter parameters; frequency-domain technique; initial conditions; necessary conditions; nonlinear system; periodic symbolic sequences; random-like chaotic pattern; second-order digital filter; sinusoidal response; state vectors; state-space technique; trajectory patterns; two´s complement arithmetic; Analytical models; Chaos; Circuits; Computer aided software engineering; Digital arithmetic; Digital filters; Equations; Fractals; Frequency domain analysis; Signal analysis;
Journal_Title :
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on
DOI :
10.1109/TCSI.2003.811028