4.4 Article

Adaptive tracking control for nonlinear system in pure-feedback form with prescribed performance and unknown hysteresis

期刊

出版社

OXFORD UNIV PRESS
DOI: 10.1093/imamci/dnac015

关键词

adaptive control; finite-time prescribed performance; pure-feedback form; unknown hysteresis; artificial intelligence

资金

  1. Deanship of Scientific Research (DSR) at King Abdulaziz University (KAU), Jeddah, Saudi Arabia [RG-1-611-43]

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This work investigates the finite-time tracking control issue for a class of nonlinear pure-feedback system with prescribed performance and unknown hysteresis. The Nussbaum function and auxiliary virtual control function are used to solve the Bouc-Wen hysteresis with unknown parameters and direction conditions. A finite-time performance function is applied to limit the tracking error within a pre-given boundary in finite time. An adaptive tracking control scheme is designed using backstepping technique to ensure bounded closed-loop signals and convergence of the tracking error to a pro-given boundary. A simulation example is provided to demonstrate the effectiveness of the proposed control scheme.
The finite-time tracking control issue for a class of nonlinear pure-feedback system with prescribed performance and unknown hysteresis is investigated in this work. To solve the Bouc-Wen hysteresis with unknown parameters and direction conditions, the Nussbaum function and auxiliary virtual control function are used. A finite-time performance function is applied in prescribed performance, which can make the tracking error is limited to a pre-given boundary in finite time. Moreover, the mean-value theorem is applied to solve the difficulty of pure-feedback form. Combined with backstepping technique, an adaptive tracking control scheme is designed to make sure that all the closed-loop signals are bounded and that the tracking error converges to pro-given boundary. Finally, a simulation example is presented to show the effectiveness of the proposed control scheme.

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