Advanced Interval Type-2 Fuzzy Sliding Mode Control for Robot Manipulator

Joint Authors

Kim, Dong W.
Park, Jong-Wook
Kang, Young-Chang
Hwang, Ji-Hwan

Source

Computational Intelligence and Neuroscience

Issue

Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-11, 11 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2017-02-08

Country of Publication

Egypt

No. of Pages

11

Main Subjects

Biology

Abstract EN

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.

American Psychological Association (APA)

Hwang, Ji-Hwan& Kang, Young-Chang& Park, Jong-Wook& Kim, Dong W.. 2017. Advanced Interval Type-2 Fuzzy Sliding Mode Control for Robot Manipulator. Computational Intelligence and Neuroscience،Vol. 2017, no. 2017, pp.1-11.
https://search.emarefa.net/detail/BIM-1141310

Modern Language Association (MLA)

Hwang, Ji-Hwan…[et al.]. Advanced Interval Type-2 Fuzzy Sliding Mode Control for Robot Manipulator. Computational Intelligence and Neuroscience No. 2017 (2017), pp.1-11.
https://search.emarefa.net/detail/BIM-1141310

American Medical Association (AMA)

Hwang, Ji-Hwan& Kang, Young-Chang& Park, Jong-Wook& Kim, Dong W.. Advanced Interval Type-2 Fuzzy Sliding Mode Control for Robot Manipulator. Computational Intelligence and Neuroscience. 2017. Vol. 2017, no. 2017, pp.1-11.
https://search.emarefa.net/detail/BIM-1141310

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-1141310