Title :
Intelligent control of a flying vehicle using fuzzy associative memory system
Author :
Yamaguchi, Toru ; Goto, K. ; Takagi, T. ; Doya, K. ; Mita, T.
Author_Institution :
Lab. for Int. Fuzzy Eng. Res., Yokohama, Japan
Abstract :
The authors propose a flying vehicle intelligent control system which simulates the pilots operation knowledge and training steps. To simulate the operation knowledge and training steps, a fuzzy associative memory system called FAMOUS was used. FAMOUS uses associative memory neural networks which represent fuzzy knowledge. There are two types of operation knowledge; dynamic fuzzy knowledge, for example the circular flight operation pattern; and static fuzzy knowledge, for example the hovering operation model corresponding to each flying condition. FAMOUS represents both dynamic and static fuzzy knowledge using its hierarchical knowledge representation. The implementation of the intelligent control system using FAMOUS and the realization of hovering flight and circular flight are discussed
Keywords :
aerospace computer control; content-addressable storage; fuzzy control; knowledge based systems; knowledge representation; memory architecture; neural nets; parallel architectures; FAMOUS; circular flight operation pattern; dynamic fuzzy knowledge; flying vehicle intelligent control system; fuzzy associative memory system; fuzzy knowledge representation; hierarchical knowledge representation; hovering operation model; neural networks; static fuzzy knowledge; Associative memory; Automotive engineering; Fuzzy control; Fuzzy neural networks; Fuzzy systems; Helicopters; Intelligent control; Knowledge representation; Neural networks; Organizing; Vehicle dynamics;
Conference_Titel :
Fuzzy Systems, 1992., IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-0236-2
DOI :
10.1109/FUZZY.1992.258718