DocumentCode :
981727
Title :
Periodic oscillations and bifurcations in cellular nonlinear networks
Author :
Gilli, Marco ; Corinto, Fernando ; Checco, Paolo
Author_Institution :
Dept. of Electron., Politecnico di Torino, Italy
Volume :
51
Issue :
5
fYear :
2004
fDate :
5/1/2004 12:00:00 AM
Firstpage :
948
Lastpage :
962
Abstract :
A spectral technique is proposed for investigating periodic oscillations and bifurcations in cellular nonlinear networks. The method consists of the following three fundamental steps: 1) an accurate estimation of the whole set of stable and unstable limit cycles is provided through the application of the describing function technique; 2) a detailed characterization of each limit cycle is obtained via the harmonic balance (HB) technique, by exploiting as input parameter the single harmonic approximation, provided by the describing function technique; 3) limit cycle stability and bifurcations are studied by computing the Floquet´s multipliers and exploiting both a time-domain and an HB-based technique.
Keywords :
bifurcation; cellular neural nets; harmonics; nonlinear network analysis; parametric oscillators; Floquets multipliers; bifurcations; cellular nonlinear networks; characterization; describing function technique; estimation; harmonic approximation; harmonic balance technique; nonlinear dynamic arrays; periodic oscillations; spectral technique; time-domain analysis; Bifurcation; Cellular networks; Cellular neural networks; Intelligent networks; Limit-cycles; Nonlinear dynamical systems; Nonlinear equations; Numerical simulation; Programmable logic arrays; Time domain analysis; CNNs; Cellular nonlinear networks; complex dynamics; nonlinear dynamic arrays; oscillations; spectral techniques;
fLanguage :
English
Journal_Title :
Circuits and Systems I: Regular Papers, IEEE Transactions on
Publisher :
ieee
ISSN :
1549-8328
Type :
jour
DOI :
10.1109/TCSI.2004.827627
Filename :
1296807
Link To Document :
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