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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Series: | Journal of Control Science and Engineering |
Online Access: | http://dx.doi.org/10.1155/2019/8146901 |
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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 |
_version_ |
1725831199351373824 |