Neural network based adaptive control with Hierarchy-Structured Dynamic Inversion applied to nonlinear aircraft model

Tetsujiro Ninomiya, Yoshikazu Miyazawa

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

1 被引用数 (Scopus)

抄録

Japan Aerospace Exploration Agency plans a flight demonstration project for a super sonic transport. A typical supersonic transport has a larger flight envelope than conventional one, so that the flight controller is required to be more flexible to the flight environment. Therefore, the adaptive control method is a promising candidate for these flight control system. In this paper, we propose an adaptive control method which is comprised of neural networks and Hierarchical-Structured Dynamic Inversion. Its structure is clearly comprehensible to the users and numerical simulation results show that proposed method is effective even with model errors.

本文言語英語
ホスト出版物のタイトルAIAA Guidance, Navigation, and Control Conference
DOI
出版ステータス出版済み - 2010
イベントAIAA Guidance, Navigation, and Control Conference - Toronto, ON, カナダ
継続期間: 8 2 20108 5 2010

出版物シリーズ

名前AIAA Guidance, Navigation, and Control Conference

その他

その他AIAA Guidance, Navigation, and Control Conference
国/地域カナダ
CityToronto, ON
Period8/2/108/5/10

All Science Journal Classification (ASJC) codes

  • 航空宇宙工学
  • 制御およびシステム工学

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