Periodic oscillations and bifurcations in cellular nonlinear networks

被引:31
作者
Gilli, M [1 ]
Corinto, F [1 ]
Checco, P [1 ]
机构
[1] Politecn Torino, Dept Elect, I-10129 Turin, Italy
关键词
cellular nonlinear networks (CNNs); complex dynamics; nonlinear dynamic arrays; oscillations; spectral techniques;
D O I
10.1109/TCSI.2004.827627
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
引用
收藏
页码:948 / 962
页数:15
相关论文
共 38 条
[1]  
[Anonymous], J VLSI SIGNAL PROC
[2]   Analysis of stability and bifurcations of limit cycles in Chua's circuit through the harmonic-balance approach [J].
Bonani, F ;
Gilli, M .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 1999, 46 (08) :881-890
[3]  
Chua L.-O., 2002, Cellular neural networks and visual computing: foundations and applications
[4]   CELLULAR NEURAL NETWORKS - APPLICATIONS [J].
CHUA, LO ;
YANG, L .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1988, 35 (10) :1273-1290
[5]   CELLULAR NEURAL NETWORKS - THEORY [J].
CHUA, LO ;
YANG, L .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1988, 35 (10) :1257-1272
[6]   ON THE UNIVERSE OF STABLE CELLULAR NEURAL NETWORKS [J].
CHUA, LO ;
WU, CW .
INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, 1992, 20 (05) :497-517
[7]   THE CNN PARADIGM [J].
CHUA, LO ;
ROSKA, T .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 1993, 40 (03) :147-156
[8]   GLOBAL DYNAMIC BEHAVIOR OF A 3-CELL CONNECTED COMPONENT DETECTOR CNN [J].
CIVALLERI, PP ;
GILLI, M .
INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, 1995, 23 (02) :117-135
[9]  
Civalleri PP, 1996, INT J CIRC THEOR APP, V24, P37, DOI 10.1002/(SICI)1097-007X(199601/02)24:1<37::AID-CTA902>3.0.CO
[10]  
2-S