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文章基本信息

  • 标题:A New Fuzzy Inference Technique for Singleton Type-2 Fuzzy Logic Systems
  • 作者:Hwan-Joo Kwak ; Dong-Won Kim ; Gwi-Tae Park
  • 期刊名称:International Journal of Advanced Robotic Systems
  • 印刷版ISSN:1729-8806
  • 电子版ISSN:1729-8814
  • 出版年度:2012
  • 卷号:9
  • 期号:3
  • 页码:83
  • DOI:10.5772/51187
  • 语种:English
  • 出版社:SAGE Publications
  • 摘要: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.
  • 关键词:type-2 fuzzy logic; fuzzy inference; embedded system
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