Extended Fuzzy Adaptive Event-Triggered Compensation Control for Uncertain Nonlinear Systems With Input Hysteresis
This paper addresses the problem of adaptive compensation event-triggered control for uncertain nonlinear systems with input hysteresis. The communication resources cannot be saved effectively for the considered systems, as traditional event-triggered mechanisms do not consider input hysteresis with...
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doaj-623d6ca0a12f4e4f91e892eee67c45392021-03-29T23:26:48ZengIEEEIEEE Access2169-35362019-01-017896588966910.1109/ACCESS.2019.29262808753497Extended Fuzzy Adaptive Event-Triggered Compensation Control for Uncertain Nonlinear Systems With Input HysteresisYunchang Huang0Tao Wang1Jianhui Wang2https://orcid.org/0000-0003-4766-6216Kemao Ma3Chunliang Zhang4Xing Huang5School of Automation, Guangdong University of Technology, Guangzhou, ChinaSchool of Mechanical and Electrical Engineering, Guangzhou University, Guangzhou, ChinaSchool of Mechanical and Electrical Engineering, Guangzhou University, Guangzhou, ChinaSchool of Astronautics, Harbin Institute of Technology, Harbin, ChinaSchool of Mechanical and Electrical Engineering, Guangzhou University, Guangzhou, ChinaSchool of Mechanical and Electrical Engineering, Guangzhou University, Guangzhou, ChinaThis paper addresses the problem of adaptive compensation event-triggered control for uncertain nonlinear systems with input hysteresis. The communication resources cannot be saved effectively for the considered systems, as traditional event-triggered mechanisms do not consider input hysteresis with nonlinear gain. In a network control system, how to simultaneously overcome the problem of input hysteresis and save communication resources remains a challenge. In this paper, an extended fuzzy approximation method is proposed to estimate uncertain items for control design. The method considers the time-varying error of the approximation instead of viewing the error as a bounded constant. Furthermore, in combination with the extended fuzzy approximation method, an adaptive event-triggered compensation control method for uncertain nonlinear systems with input hysteresis is designed. Under the proposed event-triggered mechanism, the control method can effectively compensate for the input hysteresis and simultaneously save communication resources. Finally, this method is verified through two simulation experiments that the occupation of communication source has been reduced and the stability of the considered system can be guaranteed effectively.https://ieeexplore.ieee.org/document/8753497/Fuzzy logic systemadaptive controlbackstepping techniqueinput hysteresisevent-triggeredtracking control |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yunchang Huang Tao Wang Jianhui Wang Kemao Ma Chunliang Zhang Xing Huang |
spellingShingle |
Yunchang Huang Tao Wang Jianhui Wang Kemao Ma Chunliang Zhang Xing Huang Extended Fuzzy Adaptive Event-Triggered Compensation Control for Uncertain Nonlinear Systems With Input Hysteresis IEEE Access Fuzzy logic system adaptive control backstepping technique input hysteresis event-triggered tracking control |
author_facet |
Yunchang Huang Tao Wang Jianhui Wang Kemao Ma Chunliang Zhang Xing Huang |
author_sort |
Yunchang Huang |
title |
Extended Fuzzy Adaptive Event-Triggered Compensation Control for Uncertain Nonlinear Systems With Input Hysteresis |
title_short |
Extended Fuzzy Adaptive Event-Triggered Compensation Control for Uncertain Nonlinear Systems With Input Hysteresis |
title_full |
Extended Fuzzy Adaptive Event-Triggered Compensation Control for Uncertain Nonlinear Systems With Input Hysteresis |
title_fullStr |
Extended Fuzzy Adaptive Event-Triggered Compensation Control for Uncertain Nonlinear Systems With Input Hysteresis |
title_full_unstemmed |
Extended Fuzzy Adaptive Event-Triggered Compensation Control for Uncertain Nonlinear Systems With Input Hysteresis |
title_sort |
extended fuzzy adaptive event-triggered compensation control for uncertain nonlinear systems with input hysteresis |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2019-01-01 |
description |
This paper addresses the problem of adaptive compensation event-triggered control for uncertain nonlinear systems with input hysteresis. The communication resources cannot be saved effectively for the considered systems, as traditional event-triggered mechanisms do not consider input hysteresis with nonlinear gain. In a network control system, how to simultaneously overcome the problem of input hysteresis and save communication resources remains a challenge. In this paper, an extended fuzzy approximation method is proposed to estimate uncertain items for control design. The method considers the time-varying error of the approximation instead of viewing the error as a bounded constant. Furthermore, in combination with the extended fuzzy approximation method, an adaptive event-triggered compensation control method for uncertain nonlinear systems with input hysteresis is designed. Under the proposed event-triggered mechanism, the control method can effectively compensate for the input hysteresis and simultaneously save communication resources. Finally, this method is verified through two simulation experiments that the occupation of communication source has been reduced and the stability of the considered system can be guaranteed effectively. |
topic |
Fuzzy logic system adaptive control backstepping technique input hysteresis event-triggered tracking control |
url |
https://ieeexplore.ieee.org/document/8753497/ |
work_keys_str_mv |
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