DocumentCode
358589
Title
Neurogenetic control systems for small satellites
Author
Pedrycz, W. ; Peters, J.F. ; Ramanna, S.
Author_Institution
Dept. of Electr. & Comput. Eng., Alberta Univ., Edmonton, Alta., Canada
Volume
5
fYear
2000
fDate
2000
Firstpage
201
Abstract
This paper introduces neurogenetic controllers designed for small satellites. We introduce two main classes of neurogenetic control topologies that clearly unveil two different approaches toward the use of neurocomputing and evolutionary computing in many tasks of control engineering. The two main neurogenetic control architectures that are elaborated in this paper are gain scheduling and matrix feedback control with genetic training of the feedback matrix. A number of experiments were carried out in the context of control environment for small satellites
Keywords
aerospace computing; artificial satellites; attitude control; control engineering computing; feedback; fuzzy control; genetic algorithms; learning (artificial intelligence); neurocontrollers; two-term control; PD control; attitude control; evolutionary computing; feedback matrix; fuzzy controller; gain scheduling; genetic algorithms; genetic training; learning; matrix feedback control; neurocomputing; neurogenetic control systems; neurogenetic control topologies; piecewise linear characteristic; pitch control; small satellites; Computer architecture; Control engineering; Control systems; Design engineering; Feedback control; Fuzzy sets; Genetic algorithms; Neural networks; Processor scheduling; Satellites;
fLanguage
English
Publisher
ieee
Conference_Titel
Aerospace Conference Proceedings, 2000 IEEE
Conference_Location
Big Sky, MT
ISSN
1095-323X
Print_ISBN
0-7803-5846-5
Type
conf
DOI
10.1109/AERO.2000.878491
Filename
878491
Link To Document