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
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;
Conference_Titel :
Aerospace Conference Proceedings, 2000 IEEE
Conference_Location :
Big Sky, MT
Print_ISBN :
0-7803-5846-5
DOI :
10.1109/AERO.2000.878491