Hybrid quasi-ARMAX modeling scheme for identification and control of nonlinear systems

Jinglu Hu, Kousuke Kumamaru, Katsuhiro Inoue

研究成果: Chapter

9 引用 (Scopus)

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This paper proposes a hybrid quasi-ARMAX modeling and identification scheme for nonlinear systems. The idea is to incorporate a group of certain nonlinear nonparametric models (NNMs) into a linear ARMAX structure. Particular effort is made to find a better compromise to the trade-off between the model flexibility and the simplicity for estimation by using knowledge information efficiently. As the result, we obtain a model equipped with a linear ARMAX structure, flexibility and simplicity. The effectiveness and usefulness of the proposed hybrid model are examined by applying it to identification and control of nonlinear systems.

元の言語English
ホスト出版物のタイトルProceedings of the IEEE Conference on Decision and Control
編集者 Anon
ページ1413-1418
ページ数6
出版物ステータスPublished - 1996 12 1
外部発表Yes
イベントProceedings of the 35th IEEE Conference on Decision and Control. Part 4 (of 4) - Kobe, Jpn
継続期間: 1996 12 111996 12 13

出版物シリーズ

名前Proceedings of the IEEE Conference on Decision and Control
2
ISSN(印刷物)0191-2216

Other

OtherProceedings of the 35th IEEE Conference on Decision and Control. Part 4 (of 4)
Kobe, Jpn
期間96/12/1196/12/13

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Modelling and Simulation
  • Control and Optimization

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  • これを引用

    Hu, J., Kumamaru, K., & Inoue, K. (1996). Hybrid quasi-ARMAX modeling scheme for identification and control of nonlinear systems. : Anon (版), Proceedings of the IEEE Conference on Decision and Control (pp. 1413-1418). (Proceedings of the IEEE Conference on Decision and Control; 巻数 2).