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The Study of Fractional Order Controller with SLAM in the Humanoid Robot

Author

Listed:
  • Shuhuan Wen
  • Xiao Chen
  • Yongsheng Zhao
  • Ahmad B. Rad
  • Kamal Mohammed Othman
  • Ethan Zhang

Abstract

We present a fractional order PI controller (FOPI) with SLAM method, and the proposed method is used in the simulation of navigation of NAO humanoid robot from Aldebaran. We can discretize the transfer function by the Al-Alaoui generating function and then get the FOPI controller by Power Series Expansion (PSE). FOPI can be used as a correction part to reduce the accumulated error of SLAM. In the FOPI controller, the parameters ( ) need to be tuned to obtain the best performance. Finally, we compare the results of position without controller and with PI controller, FOPI controller. The simulations show that the FOPI controller can reduce the error between the real position and estimated position. The proposed method is efficient and reliable for NAO navigation.

Suggested Citation

  • Shuhuan Wen & Xiao Chen & Yongsheng Zhao & Ahmad B. Rad & Kamal Mohammed Othman & Ethan Zhang, 2014. "The Study of Fractional Order Controller with SLAM in the Humanoid Robot," Advances in Mathematical Physics, Hindawi, vol. 2014, pages 1-8, January.
    • Handle: RePEc:hin:jnlamp:741351
    DOI: 10.1155/2014/741351
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