A new computational approach to stability analysis and synthesis of linguistic fuzzy control system

Research output: Contribution to journalArticle

6 Citations (Scopus)

Abstract

In this paper, stability analysis and synthesis of the type-II (Singleton-type) linguistic fuzzy control system are addressed. First, stability theorems are given for both continuous-time case and discrete-time case and they are recast in the formulation of bilinear matrix inequalities (BMIs). Continuous and discrete iterative linear matrix inequality methods are presented to obtain the feasible solution for the stability conditions represented as the BMI. The interesting feature of this paper is that the suggested method can be applied not only to the stability analysis but also to the controller synthesis. When it is applied to the synthesis of the type-II fuzzy logic controller, the resulting one can theoretically guarantee the stability of the closed-loop system. Finally, the effectiveness of the suggested method is illustrated via computer simulation.

Original languageEnglish
Pages (from-to)379-388
Number of pages10
JournalIEEE Transactions on Fuzzy Systems
Volume12
Issue number3
DOIs
Publication statusPublished - 2004 Jun 1

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Fuzzy control
Fuzzy Control
Linguistics
Fuzzy Systems
Matrix Inequality
Stability Analysis
Control System
Synthesis
Control systems
Fuzzy Logic Controller
Stability Theorem
Stability Condition
Closed-loop System
Continuous Time
Linear Inequalities
Discrete-time
Computer Simulation
Controllers
Controller
Linear matrix inequalities

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Electrical and Electronic Engineering
  • Artificial Intelligence

Cite this

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A new computational approach to stability analysis and synthesis of linguistic fuzzy control system. / Kim, Euntai.

In: IEEE Transactions on Fuzzy Systems, Vol. 12, No. 3, 01.06.2004, p. 379-388.

Research output: Contribution to journalArticle

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