Design of two-dimensional recursive filters by using neural networks

  • Authors:
  • V. M. Mladenov;N. E. Mastorakis

  • Affiliations:
  • Dept. of Electr. Eng., Eindhoven Univ. of Technol.;-

  • Venue:
  • IEEE Transactions on Neural Networks
  • Year:
  • 2001

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Abstract

A new design method for two-dimensional (2-D) recursive digital filters is investigated. The design of the 2-D filter is reduced to a constrained minimization problem the solution of which is achieved by the convergence of an appropriate neural network. The method is tested on a numerical example and compared with previously published methods when applied to the same example. Advantages of the proposed method over the existing ones are discussed as well