A fuzzy logic controller using stochastic logic

被引：3
|
作者：
Colodro, F
Torralba, A
Carvajal, R
Franquelo, LG
机构：
来源：
ISCAS '97 - PROCEEDINGS OF 1997 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS I - IV: CIRCUITS AND SYSTEMS IN THE INFORMATION AGE | 1997年
关键词：
D O I：
10.1109/ISCAS.1997.608901
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents a fuzzy logic controller using stochastic logic. In this approach, all the operations in a fuzzy logic controller that is, the membership function generation, the inference process, and the defuzzification process are implemented using stochastic logic. This produces a controller with reduced hardware complexity when compared with conventional digital implementations, while maintaining a good accuracy in the results. The proposed solutions are described in detail and some simulation results are provided showing the accuracy of the controller output.
引用
收藏
页码：629 / 632
页数：4
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