• DocumentCode
    3547464
  • Title

    On global dynamic behavior of weakly connected cellular nonlinear networks

  • Author

    Gilli, Marco ; Bonnin, Michele ; Corinto, Fernando

  • Author_Institution
    Dept. of Electron., Politecnico di Torino, Italy
  • fYear
    2005
  • fDate
    23-26 May 2005
  • Firstpage
    4669
  • Abstract
    It is shown that the global dynamics of weakly connected cellular nonlinear networks can be investigated through the joint application of Malkin´s theorem and of the describing function technique. As a case study a one-dimensional array of third order oscillators is considered. Firstly a very accurate analytical expression of the phase deviation equation (i.e. the equation that describes the phase deviation due to the weak coupling) is derived. Then the total number of limit cycles and their stability properties are estimated via the analytical study of the phase deviation equation. We remark that the proposed technique can be applied to a large class of weakly connected nonlinear networks. In particular two-dimensional, space variant and fully connected networks can be dealt with.
  • Keywords
    cellular arrays; cellular neural nets; describing functions; limit cycles; oscillators; stability; Malkin theorem; describing function technique; fully connected networks; global dynamic behavior; limit cycles; one-dimensional array; phase deviation equation; space variant networks; stability properties; third order oscillators; two-dimensional networks; weak coupling; weakly connected cellular nonlinear networks; Bifurcation; Cellular networks; Cellular neural networks; Differential equations; Limit-cycles; Nonlinear dynamical systems; Nonlinear equations; Oscillators; Phase estimation; Stability analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
  • Print_ISBN
    0-7803-8834-8
  • Type

    conf

  • DOI
    10.1109/ISCAS.2005.1465674
  • Filename
    1465674