DocumentCode
2975205
Title
A fuzzy rule interpolation base algorithm implementation on different platforms
Author
Bartok, Roland ; Vasarhelyi, Jozsef
Author_Institution
Dept. of Autom. & Inf. Commun., Univ. of Miskolc, Miskolc, Hungary
fYear
2015
fDate
27-30 May 2015
Firstpage
37
Lastpage
40
Abstract
This paper analyses a fuzzy rule interpolation method implemented on different platforms. Fuzzy rule interpolation based control systems play a major role in robot control and have several kinds of implementations. The fuzzy control applications based on fuzzy rule interpolation with the contributions made by Johanyak Cs. [7], allowed the implementation of several fuzzy models. In fuzzy control applications the real environment the complete rule base is not always available due to real manner and performance issues. In these cases, based on a sparse rule base fuzzy model the conclusion is interpolated using only the available surrounding rules (Kovacs Sz.) [6]. If the rule base is extended or modified during the control evolution then there a method should exist to modify the rule base. For this is need evolvable- or run time reconfigurable hardware.
Keywords
control engineering computing; fuzzy control; interpolation; robots; control evolution; evolvable reconfigurable hardware; fuzzy control applications; fuzzy rule interpolation based control systems; robot control; run time reconfigurable hardware; sparse rule base fuzzy model; Interpolation; Robots; Testing; FPGA; Parallella; fuzzy rule interpolation; intelligent control; reonfigurable hardware;
fLanguage
English
Publisher
ieee
Conference_Titel
Carpathian Control Conference (ICCC), 2015 16th International
Conference_Location
Szilvasvarad
Print_ISBN
978-1-4799-7369-9
Type
conf
DOI
10.1109/CarpathianCC.2015.7145041
Filename
7145041
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