DocumentCode
1408883
Title
An introduction to autonomous control systems
Author
Antsaklis, Panos J. ; Passino, Kevin M. ; Wang, S.J.
Author_Institution
Dept. of Electr. Eng., Notre Dame Univ., IN, USA
Volume
11
Issue
4
fYear
1991
fDate
6/1/1991 12:00:00 AM
Firstpage
5
Lastpage
13
Abstract
The functions, characteristics, and benefits of autonomous control are outlined. An overview of some relevant research literature in the field of intelligent and autonomous control is given together with references that outline research directions. An autonomous control functional architecture for future space vehicles that incorporates the concepts and characteristics described is presented. The controller is hierarchical, with an execution level (the lowest level), coordination level (middle level), and management and organization level (highest level). The general characteristics of the overall architecture, including those of the three levels, are explained, and an example to illustrate their functions is given. Mathematical models for autonomous systems, including ´logical´ discrete event system models, are discussed. Some recent results from the areas of planning and expert systems, machine learning, artificial neural networks, and the area restructurable controls are briefly outlined.<>
Keywords
aerospace control; artificial intelligence; control systems; learning systems; neural nets; planning (artificial intelligence); aerospace control; artificial intelligence; autonomous control systems; coordination level; discrete event system; execution level; expert systems; functional architecture; machine learning; neural networks; organization level; planning; space vehicles; Artificial intelligence; Automatic control; Communication system control; Control systems; Decision making; Hardware; Land vehicles; Remotely operated vehicles; Road vehicles; Space vehicles;
fLanguage
English
Journal_Title
Control Systems, IEEE
Publisher
ieee
ISSN
1066-033X
Type
jour
DOI
10.1109/37.88585
Filename
88585
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