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Journal of Robotics and Mechatronics
Article . 2000 . Peer-reviewed
Data sources: Crossref
DBLP
Article . 2000
Data sources: DBLP
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A Control-Theoretic View of Intelligent Control

Authors: Shigeyasu Kawaji;

A Control-Theoretic View of Intelligent Control

Abstract

The term ""intelligent"" heralds new developments in many established fields with traditional assumptions in research and development. In the case of intelligent control, an attempt was first made to utilize methodologies such as model-based control theory, artificial intelligence and operations research, and recently to draw inspiration from nature, biology, and artificial life. Common methodology in both eras is promoted that is more accepting of heuristics and approximations than is the case with most research in control engineering. However, the methodology is less insistent on theoretical rigor and completeness. There is an inherent difficulty in succinct characterization of intelligent control. Many people have a common intellectual understanding of intelligent control, but some significant questions about common understanding have been yet to be unsolved such what is as the definition of intelligent control, and why intelligent control systems are generally structured in a hierarchical way. These questions should be solved before entering the second stage of an intelligent control framework. In this paper, we present the controltheoretic view of intelligent control technology. First, the need of a new approach is introduced based on the concept of control, and secondly typical intelligent control techniques are provided with example of inverted pendulum. Finally the definition and fundamental architecture of intelligent control are discussed and an example from a biped locomotion robot helps clarify the effectiveness of hierarchical architectures.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
3
Average
Top 10%
Average
gold