Hardware implementation of a pipeline fuzzy controller and software tools

被引：11
|
作者：
Aranguren, G [1 ]
Nozal, LAL [1 ]
Basogain, X [1 ]
Martín, JL [1 ]
Arroyabe, JL [1 ]
机构：
[1] Univ Basque Country, Escuela Super Ingenieros, ETS, Bilbao 48013, Spain
来源：
FUZZY SETS AND SYSTEMS | 2002年 / 128卷 / 01期
关键词：
control theory; pattern recognition; hardware controller; programmable logic devices;
D O I：
10.1016/S0165-0114(01)00133-6
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
This article describes a pipeline sequential fuzzy controller endowed with great flexibility and high performance, Its design allows for the possibility to implement it on programmable devices at low, cost. To optimise the design and performance of the circuit. a number of simplifications over traditional fuzzy algorithms are pointed out, For the manipulation of simplification procedures, some software tools of knowledge acquisition and compilation have been developed. The hardware design is presented at a level of block diagram showing the different components and the solutions adopted in each case. The characteristics of this design make it adequate for working with a great number of input and output variables and with a high number of rules. Under these conditions, the speed of calculation and the circuit dimensions are optimal. It can be used in any field of application where a fuzzy control of high complexity is to be established. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码：61 / 79
页数：19
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