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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Main Authors: Yunchang Huang, Tao Wang, Jianhui Wang, Kemao Ma, Chunliang Zhang, Xing Huang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8753497/
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spelling 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/
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