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  • 标题:Advanced Interval Type-2 Fuzzy Sliding Mode Control for Robot Manipulator
  • 本地全文:下载
  • 作者:Ji-Hwan Hwang ; Young-Chang Kang ; Jong-Wook Park
  • 期刊名称:Computational Intelligence and Neuroscience
  • 印刷版ISSN:1687-5265
  • 电子版ISSN:1687-5273
  • 出版年度:2017
  • 卷号:2017
  • DOI:10.1155/2017/9640849
  • 出版社:Hindawi Publishing Corporation
  • 摘要:In this paper, advanced interval type-2 fuzzy sliding mode control (AIT2FSMC) for robot manipulator is proposed. The proposed AIT2FSMC is a combination of interval type-2 fuzzy system and sliding mode control. For resembling a feedback linearization (FL) control law, interval type-2 fuzzy system is designed. For compensating the approximation error between the FL control law and interval type-2 fuzzy system, sliding mode controller is designed, respectively. The tuning algorithms are derived in the sense of Lyapunov stability theorem. Two-link rigid robot manipulator with nonlinearity is used to test and the simulation results are presented to show the effectiveness of the proposed method that can control unknown system well.
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