Title :
Fuzzy rule interpolation in embedded behaviour-based control
Author :
Kovács, Szilveszter
Author_Institution :
Dept. of Inf. Technol., Univ. of Miskolc, Miskolc, Hungary
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;
Conference_Titel :
Fuzzy Systems (FUZZ), 2011 IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-7315-1
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2011.6007703