Impulsive pinning synchronization of stochastic discrete-time networks

  • Authors:
  • Yang Tang;S. Y. S. Leung;W. K. Wong;Jian-an Fang

  • Affiliations:
  • College of Information Science and Technology, Donghua University, Shanghai 201620, PR China and Institute of Textiles and Clothing, Hong Kong Polytechnic University, Hong Kong, PR China;Institute of Textiles and Clothing, Hong Kong Polytechnic University, Hong Kong, PR China;Institute of Textiles and Clothing, Hong Kong Polytechnic University, Hong Kong, PR China;College of Information Science and Technology, Donghua University, Shanghai 201620, PR China

  • Venue:
  • Neurocomputing
  • Year:
  • 2010

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Abstract

The pinning synchronization problem of stochastic impulsive networks (SIN) is investigated. Using Lyapunov stability theory and pinning method, some sufficient criteria are derived for asymptotical synchronization and exponential synchronization of such dynamical networks in mean square. Illustrative examples are provided to verify the effectiveness of the proposed approach.