DocumentCode :
3124482
Title :
Fuzzy rule interpolation in embedded behaviour-based control
Author :
Kovács, Szilveszter
Author_Institution :
Dept. of Inf. Technol., Univ. of Miskolc, Miskolc, Hungary
fYear :
2011
fDate :
27-30 June 2011
Firstpage :
436
Lastpage :
441
Abstract :
Fuzzy Rule Interpolation (FRI) methods are efficient structures for knowledge representation with relatively few rules. In spite of the good knowledge representation efficiency, the usually high computational demand turns the FRI methods hardly suitable for embedded real-time applications, where the short reasoning time has a high importance. On the other hand the fact of increasing computational power of nowadays available devices gives an opportunity to the FRI methods for appearance in real-time embedded applications. The goal of this paper is to introduce the benefit of adapting low computational and resource demanded FRI methods in embedded behavior-based control applications.
Keywords :
embedded systems; fuzzy set theory; inference mechanisms; interpolation; knowledge representation; FRI method; computational demand; embedded behaviour-based control; embedded real-time application; fuzzy rule interpolation; knowledge representation; reasoning time; Conferences; Fuzzy systems; behavior-based control; fuzzy automata; fuzzy rule interpolation (FRI); low computational demand FRI;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems (FUZZ), 2011 IEEE International Conference on
Conference_Location :
Taipei
ISSN :
1098-7584
Print_ISBN :
978-1-4244-7315-1
Electronic_ISBN :
1098-7584
Type :
conf
DOI :
10.1109/FUZZY.2011.6007703
Filename :
6007703
Link To Document :
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