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Optimal design of multidimensional digital filters based on genetic algorithm

Research Project

Project/Area Number 05650341
Research Category

Grant-in-Aid for General Scientific Research (C)

Allocation TypeSingle-year Grants
Research Field 情報通信工学
Research InstitutionTohoku University

Principal Investigator

KAWAMATA Masayuki  Tohoku University, Graduate School of Information Sciences, Associate Professor, 大学院・情報科学研究科, 助教授 (70153004)

Project Period (FY) 1993 – 1994
Project Status Completed (Fiscal Year 1994)
Budget Amount *help
¥2,100,000 (Direct Cost: ¥2,100,000)
Fiscal Year 1994: ¥600,000 (Direct Cost: ¥600,000)
Fiscal Year 1993: ¥1,500,000 (Direct Cost: ¥1,500,000)
KeywordsGenetic algorithm / Multidimensional digital signal processing / Digital filter / Optimal design / Separable-denominator form / non-separable-denominator form
Research Abstract

This paper proposes an optimal design of separable-denominator two-dimensional digital filters based on a genetic algorithm for frequency domain specifications. Prameters of the transfer function of a separable-denominator two-dimensional digital filters are encoded to bit strings in order to apply a genetic algorithm to the design. Stability of a two-dimensional digital filter is easily cheched because of the separabitlity of the denominator of the transfer function. The proposed method has flexibility for change of specifications of two-dimensional digital filters, and enables us to use arbitrary error functions. The usefulness of the proposed method is demonstrated by design examples.

Report

(3 results)
  • 1994 Annual Research Report   Final Research Report Summary
  • 1993 Annual Research Report
  • Research Products

    (21 results)

All Other

All Publications (21 results)

  • [Publications] 今窪 純: "遺伝的アルゴリズムによる1次元および2次元ディジタルフィルタの最適設計の試み" 電子情報通信学会技術報告. CAS93-24. 75-80 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 今窪 純: "遺伝子アルゴリズムを用いた分母分離形2次元ディジタルフィルタの最適設計法" 第8回ディジタル信号処理シンポジウム. 51-58 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 今窪 純: "単純遺伝的アルゴリズムによる分母分離形2次元ディジタルフィルタの最適設計" 第7回回路とシステム 軽井沢ワークショップ講演集. 37-42 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 今窪 純: "遺伝的アルゴリズムによる2次元再帰形ディジタルフィルタの最適設計" 電子情報通信学会秋季大会講演集. 1. A-109- (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Masayuki Kawamata: "Optimal design of multi-dimensional recursive digital filters using a simple genetic algorithm" Proc.of IEEE Int.Warkshop on Intelligent Signal Processing and Commanication Systems. 301-306 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Masayuki Kawamata: "Optimal design method of 2-D-IIR digital filters based on a simple genefic algorithm" Proc.of IEEE Conf.on Image Processing. 780-784 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 川又 政征: "遺伝的アルゴリズムに基づく分母分離形2次元ディジタルフィルタの最適設計法" 電子情報通信学会論文誌. J78-A. 132-140 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Masayuki Kawamata: "Optimal design method of separable-denominator two-dimensional digital filters based on a genetic algorithm" IEICE Trans.J78-A. 132-140 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Jun Imakubo: "Toward optimal design of one- and two-dimensional digital filters by genetic algorithm" Technical Report of IEICE. CAS93-24. 75-80 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Jun Imakubo: "Optimal design method of separable-denominator two-dimensional digital filters using genetic algorithm" Proc.of 8-th Digital Signal Processing Symposium. 51-58 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Jun Imakubo: "Optimal design of separable denominator 2-D digital filters based on a simple genetic algorithm" Proc.of 7-th Karuizawa Workshop on Circuits and systems. 37-42 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Jun Imakubo: "Optimal design of separable -denominator two-dimensional digital filters based on a genetic algorithm" IEICE Autumn Conf.Vol.1. 244 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Masayuki Kawamata: "Optimal design of multi-dimensional recursive digital filters using a simple genetic algorithm" Proc.of IEEE Int.Workshop on Intelligent Signal Processing and Communication Systems. 301-306 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Masayuki Kawamata: "Optimal design method of 2-D IIR digital filters based on a simple genetic algorithm" Proc.of IEEE Conference on Image Processing. 780-784 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 今窪 純,川又政征,樋口龍雄: "単純遺伝子的アルゴリズムによる分母分離形2次元ディジタルフィルタの最適設計" 第7回回路とシステム軽井沢ワークショップ講演集. 37-42 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 今窪 純,川又政征,樋口龍雄: "遺伝的アルゴリズムによる2次元再帰形ディジタルフィルタの最適設計" 電子情報通信学会秋季大会講演集. 1. A-109-109 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] Masayuki Kawamata,Jun Imakubo,Tatsuo Higuchi: "Optimal design method of 2-D IIR digital filters based on a simple genetic algorithm" Proc.of IEEE Conference on Image Processing. 780-784 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] Masayuki Kawamata,Jun Imakubo,Tatsuo Higuchi: "Optimal design of multi-dimensional recursive digital filters using a simple genetic algorithm" Proc.of IEEE Int.Workshop on Intelligent Signal Processing and Communication Systems. 301-306 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 川又政征,今窪 純,樋口龍雄: "遺伝的アルゴリズムに基づく分母分離形2次元ディジタルフィルタの最適設計法" 電子情報通信学会論文誌A. J78-A. 132-140 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 今窪純,川又政征,樋口龍雄: "遺伝的アルゴリズムによる1次元および2次元ディジタルフィルタの最適設計の試み" 電子情報通信学会技術報告. CAS93-24. 75-80 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] 今窪純,川又政征,樋口龍雄: "遺伝的アルゴリズムを用いた分母分離形2次元ディジタルフィルタの最適設計法" 第8回ディジタル信号処理シンポジウム講演集. 51-58 (1993)

    • Related Report
      1993 Annual Research Report

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Published: 1993-04-01   Modified: 2016-04-21  

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