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
Link To Document :
بازگشت