論文

査読有り
2017年12月

Rough control of underactuated serial-type double inverted pendulum using state-action pair prediction

IEEJ Transactions on Electronics, Information and Systems
  • Masashi Sugimoto
  • ,
  • Naoya Iwamoto
  • ,
  • Robert W. Johnston
  • ,
  • Keizo Kanazawa
  • ,
  • Yukinori Misaki
  • ,
  • Kentarou Kurashige

137
12
開始ページ
1617
終了ページ
1624
記述言語
英語
掲載種別
研究論文(学術雑誌)
DOI
10.1541/ieejeiss.137.1617
出版者・発行元
Institute of Electrical Engineers of Japan

In order to work effectively, a robot must be able to adapt to different environments by deciding the correct course of action in a given situation, using determinants other than pre-registered commands. That said, when considering an action decision based on a future prediction, it is necessary to determine the properties of a disturbance signal from the outside environment. Furthermore, determining the properties of a disturbance signal is dependent on the specifications of the target processor, in particular, its sensor resolution or processing ability. As humans, we often make a guess that face up to situations. In this case, we will explore rough adaptation to given situations. To apply this method to a robot, the ability to predict the future state of the robot is necessary. In this paper, we focus on control of a robot in an attempt to produce rough adaptation similar to that observed in humans. In particular, we consider the situation where a periodic disturbance signal occurs.

リンク情報
DOI
https://doi.org/10.1541/ieejeiss.137.1617
URL
https://www.jstage.jst.go.jp/browse/ieejeiss/137/12/_contents/-char/ja
ID情報
  • DOI : 10.1541/ieejeiss.137.1617
  • ISSN : 1348-8155
  • ISSN : 0385-4221
  • SCOPUS ID : 85036453481

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