Evolutionary synthesis of digital filter structures using genetic programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@Article{Uesaka:2003:CS,
  author =       "Kazuyoshi Uesaka and Masayuki Kawamata",
  title =        "Evolutionary synthesis of digital filter structures
                 using genetic programming",
  journal =      "IEEE Transactions on Circuits and Systems {II}: Analog
                 and Digital Signal Processing",
  year =         "2003",
  volume =       "50",
  number =       "12",
  pages =        "977--983",
  month =        dec,
  keywords =     "genetic algorithms, genetic programming, IIR filters,
                 computability, digital filters, genetic algorithms,
                 roundoff errors, transfer function matrices,
                 S-expressions, automatically defined functions,
                 computability, difference equations, digital filter
                 structures, digital filter wordlength effects,
                 evolutionary synthesis method, fitness measure,
                 fourth-order filter, genetic programming, global
                 optimization, infinite-impulse response filters,
                 low-coefficient sensitivity, low-output roundoff noise,
                 matrix representation, subroutines, transfer function",
  ISSN =         "1057-7130",
  DOI =          "doi:10.1109/TCSII.2003.820240",
  abstract =     "This paper presents a synthesis method for
                 infinite-impulse response (IIR) digital filter
                 structures using genetic programming with automatically
                 defined functions (GP-ADF). In the proposed method,
                 digital filter structures are represented as
                 S-expressions with subroutines, which are written
                 directly from the set of difference equations. This
                 paper also shows the condition for the constructing the
                 S-expressions that represent the filter structures
                 without delay-free loops. Numerical examples synthesize
                 two-filter structures: the low-coefficient sensitivity
                 fourth-order filter structure and the low-output
                 roundoff noise second-order filter structure.",
  notes =        "Inspec Accession Number: 7830391",
}

Genetic Programming entries for Kazuyoshi Uesaka Masayuki Kawamata

Citations