A New Fuzzy Inference Technique for Singleton Type-2 Fuzzy Logic Systems

A New Fuzzy Inference Technique for Singleton Type-2 Fuzzy Logic Systems

A new fuzzy inference technique is presented to replace the conventional fuzzy inference process of type-2 fuzzy logic systems. Because conventional type-2 fuzzy logic systems demand a large amount of memory, they cannot be used by most embedded systems, which do not have enough memory space. To ove...

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Bibliographic Details
Main Authors: Hwan-Joo Kwak, Dong-Won Kim, Gwi-Tae Park
Format: Article
Language:English
Published: SAGE Publishing 2012-09-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.5772/51187
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spelling doaj-b9187f4f32ff4af7adbc29bd5e3f6e812020-11-25T03:15:32ZengSAGE PublishingInternational Journal of Advanced Robotic Systems1729-88142012-09-01910.5772/5118710.5772_51187A New Fuzzy Inference Technique for Singleton Type-2 Fuzzy Logic SystemsHwan-Joo Kwak0Dong-Won Kim1Gwi-Tae Park2 Department of Electrical Engineering, Korea University, Seoul, Republic of Korea Department of Digital Electronics, INHA Technical College, Incheon, Republic of Korea Department of Electrical Engineering, Korea University, Seoul, Republic of KoreaA new fuzzy inference technique is presented to replace the conventional fuzzy inference process of type-2 fuzzy logic systems. Because conventional type-2 fuzzy logic systems demand a large amount of memory, they cannot be used by most embedded systems, which do not have enough memory space. To overcome this problem, a new fuzzy inference technique for singleton type-2 fuzzy logic systems is presented in this paper which designs mapping functions from input variables to firing sets and brings out the firing sets directly without using as much memory.https://doi.org/10.5772/51187
collection DOAJ
language English
format Article
sources DOAJ
author Hwan-Joo Kwak
Dong-Won Kim
Gwi-Tae Park
spellingShingle Hwan-Joo Kwak
Dong-Won Kim
Gwi-Tae Park
A New Fuzzy Inference Technique for Singleton Type-2 Fuzzy Logic Systems
International Journal of Advanced Robotic Systems
author_facet Hwan-Joo Kwak
Dong-Won Kim
Gwi-Tae Park
author_sort Hwan-Joo Kwak
title A New Fuzzy Inference Technique for Singleton Type-2 Fuzzy Logic Systems
title_short A New Fuzzy Inference Technique for Singleton Type-2 Fuzzy Logic Systems
title_full A New Fuzzy Inference Technique for Singleton Type-2 Fuzzy Logic Systems
title_fullStr A New Fuzzy Inference Technique for Singleton Type-2 Fuzzy Logic Systems
title_full_unstemmed A New Fuzzy Inference Technique for Singleton Type-2 Fuzzy Logic Systems
title_sort new fuzzy inference technique for singleton type-2 fuzzy logic systems
publisher SAGE Publishing
series International Journal of Advanced Robotic Systems
issn 1729-8814
publishDate 2012-09-01
description A new fuzzy inference technique is presented to replace the conventional fuzzy inference process of type-2 fuzzy logic systems. Because conventional type-2 fuzzy logic systems demand a large amount of memory, they cannot be used by most embedded systems, which do not have enough memory space. To overcome this problem, a new fuzzy inference technique for singleton type-2 fuzzy logic systems is presented in this paper which designs mapping functions from input variables to firing sets and brings out the firing sets directly without using as much memory.
url https://doi.org/10.5772/51187
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