書誌事項
- タイトル別名
-
- 150 Chaos-Entropy Analysis and Acquisition of Human Operator's Skill Using a Fuzzy Controller : Identification of Individuality during Stabilizing Control of an Inverted Pendulum
抄録
In order to stabilize the inherent unstable system like the inverted pendulum on a cart, severe judgment of situation is required. Accordingly, it can be expected that the human operators exhibit a complex behavior occasionally. This paper tries to identify the individual difference of human operator's behavior from time series data by using fuzzy inference and acquire individual skill of human operator. It also investigated the chaotic behavior of human operator and the possibility of the formation of complex system in the learning process of the human operator with difficult control objects. The operators in the experiment are skilled to some extent in stabilizing the inverted pendulum by training, and the data of ten trials per person were successively taken for an analysis, where the waveforms of pendulum angle and cart displacement were recorded. The maximum Lyapunov exponents were estimated from experimental time series data against embedding dimensions. It was found that the rules identified for a fuzzy controller from time series data of each operator showed well the human-generated decision-making characteristics with the chaos and the large amount of disorder. and the individual difference of chaotic and complex human operation can be identified with fuzzy inference.
収録刊行物
-
- Dynamics & Design Conference
-
Dynamics & Design Conference 2008 (0), _150-1_-_150-6_, 2008
一般社団法人 日本機械学会
- Tweet
キーワード
詳細情報 詳細情報について
-
- CRID
- 1390001205888132480
-
- NII論文ID
- 110007121238
-
- ISSN
- 24242993
-
- 本文言語コード
- ja
-
- データソース種別
-
- JaLC
- Crossref
- CiNii Articles
-
- 抄録ライセンスフラグ
- 使用不可