Title :
Fuzzy logic robot control synthesis without any rule base
Author_Institution :
Zagreb Univ., Croatia
Abstract :
A new analytic fuzzy logic robot control synthesis without any rule base is proposed. For this purpose the following objectives are preferred and reached: (i) an introduction of a new shape of fuzzy sets and a new distribution of input fuzzy sets, (ii) a determination of an analytic activation function, instead of using of min-max operators, (iii) a definition of a new analytic function that determines the positions of centres of output fuzzy sets, instead of definition of rule base, and (iv) an introduction of an analytic defuzzification formula. A real capability of the proposed fuzzy logic robot control synthesis procedures is presented by synthesis of fuzzy logic control of robot of RRTR-structure.
Keywords :
"Fuzzy logic","Robot control","Fuzzy sets","Fuzzy control","Mechanical variables control","Control system synthesis","Shape","Fuzzy systems","Error correction","Control systems"
Conference_Titel :
Advanced Robotics, 1997. ICAR ´97. Proceedings., 8th International Conference on
Print_ISBN :
0-7803-4160-0
DOI :
10.1109/ICAR.1997.620174