Nonsingular Fast Terminal Sliding Mode Tracking Control for a Class of Uncertain Nonlinear Systems

Aiming at the tracking control problem of a class of uncertain nonlinear systems, a nonsingular fast terminal sliding mode control scheme combining RBF network and disturbance observer is proposed. The sliding mode controller is designed by using nonsingular fast terminal sliding mode and second pow...

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Main Authors: Siyi Chen, Wei Liu, Huixian Huang
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Journal of Control Science and Engineering
Online Access:http://dx.doi.org/10.1155/2019/8146901
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spelling doaj-015313652aec4fcd9a64ed940c9514342020-11-24T22:04:00ZengHindawi LimitedJournal of Control Science and Engineering1687-52491687-52572019-01-01201910.1155/2019/81469018146901Nonsingular Fast Terminal Sliding Mode Tracking Control for a Class of Uncertain Nonlinear SystemsSiyi Chen0Wei Liu1Huixian Huang2College of Information Engineering, Xiangtan University, Xiangtan 411105, ChinaCollege of Information Engineering, Xiangtan University, Xiangtan 411105, ChinaCollege of Information Engineering, Xiangtan University, Xiangtan 411105, ChinaAiming at the tracking control problem of a class of uncertain nonlinear systems, a nonsingular fast terminal sliding mode control scheme combining RBF network and disturbance observer is proposed. The sliding mode controller is designed by using nonsingular fast terminal sliding mode and second power reaching law to solve the problem of singularity and slow convergence in traditional terminal sliding mode control. By using the universal approximation of RBF network, the unknown nonlinear function of the system is approximated, and the disturbance observer is designed by using the hyperbolic tangent nonlinear tracking differentiator (TANH-NTD) to estimate the interference of the system and enhance the robustness of the system. The stability of the system is proved by the Lyapunov principle. The numerical simulation results show that the method can shorten the system arrival time, improve the tracking accuracy, and suppress the chattering phenomenon.http://dx.doi.org/10.1155/2019/8146901
collection DOAJ
language English
format Article
sources DOAJ
author Siyi Chen
Wei Liu
Huixian Huang
spellingShingle Siyi Chen
Wei Liu
Huixian Huang
Nonsingular Fast Terminal Sliding Mode Tracking Control for a Class of Uncertain Nonlinear Systems
Journal of Control Science and Engineering
author_facet Siyi Chen
Wei Liu
Huixian Huang
author_sort Siyi Chen
title Nonsingular Fast Terminal Sliding Mode Tracking Control for a Class of Uncertain Nonlinear Systems
title_short Nonsingular Fast Terminal Sliding Mode Tracking Control for a Class of Uncertain Nonlinear Systems
title_full Nonsingular Fast Terminal Sliding Mode Tracking Control for a Class of Uncertain Nonlinear Systems
title_fullStr Nonsingular Fast Terminal Sliding Mode Tracking Control for a Class of Uncertain Nonlinear Systems
title_full_unstemmed Nonsingular Fast Terminal Sliding Mode Tracking Control for a Class of Uncertain Nonlinear Systems
title_sort nonsingular fast terminal sliding mode tracking control for a class of uncertain nonlinear systems
publisher Hindawi Limited
series Journal of Control Science and Engineering
issn 1687-5249
1687-5257
publishDate 2019-01-01
description Aiming at the tracking control problem of a class of uncertain nonlinear systems, a nonsingular fast terminal sliding mode control scheme combining RBF network and disturbance observer is proposed. The sliding mode controller is designed by using nonsingular fast terminal sliding mode and second power reaching law to solve the problem of singularity and slow convergence in traditional terminal sliding mode control. By using the universal approximation of RBF network, the unknown nonlinear function of the system is approximated, and the disturbance observer is designed by using the hyperbolic tangent nonlinear tracking differentiator (TANH-NTD) to estimate the interference of the system and enhance the robustness of the system. The stability of the system is proved by the Lyapunov principle. The numerical simulation results show that the method can shorten the system arrival time, improve the tracking accuracy, and suppress the chattering phenomenon.
url http://dx.doi.org/10.1155/2019/8146901
work_keys_str_mv AT siyichen nonsingularfastterminalslidingmodetrackingcontrolforaclassofuncertainnonlinearsystems
AT weiliu nonsingularfastterminalslidingmodetrackingcontrolforaclassofuncertainnonlinearsystems
AT huixianhuang nonsingularfastterminalslidingmodetrackingcontrolforaclassofuncertainnonlinearsystems
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