Direct Adaptive Fuzzy Control with Prescribed Tracking Accuracy for Orbit Adjustment of Satellites

In this paper, we investigate the orbit-adjustment problem of satellite systems in the presence of nonlinear uncertainties in kinematics and dynamics. We propose a novel direct adaptive fuzzy control scheme with prescribed tracking accuracy to address uncertain nonlinear dynamics by employing advanc...

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Main Authors: Weijun Yang, Shizhuan Zou, Liang Li, Kai Huang, Guanyu Lai
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Actuators
Subjects:
Online Access:https://www.mdpi.com/2076-0825/13/1/19
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author Weijun Yang
Shizhuan Zou
Liang Li
Kai Huang
Guanyu Lai
author_facet Weijun Yang
Shizhuan Zou
Liang Li
Kai Huang
Guanyu Lai
author_sort Weijun Yang
collection DOAJ
description In this paper, we investigate the orbit-adjustment problem of satellite systems in the presence of nonlinear uncertainties in kinematics and dynamics. We propose a novel direct adaptive fuzzy control scheme with prescribed tracking accuracy to address uncertain nonlinear dynamics by employing advanced fuzzy logic systems and integrating a class of sophisticated smooth functions, thereby ensuring convergence of the tracking error within a precisely defined interval. The ingeniously designed control scheme guarantees negative semi-definiteness of the Lyapunov function, ensuring boundedness for all variables. Moreover, our groundbreaking control approach requires only one adaptive law, completely eliminating any direct correlation with the number of nonlinear functions. Simulation results unequivocally validate the remarkable effectiveness and superiority of our innovative control approach.
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spelling doaj.art-c95d37ef19ef4f14b401a3fe4a9e8fb12024-01-26T14:10:49ZengMDPI AGActuators2076-08252024-01-011311910.3390/act13010019Direct Adaptive Fuzzy Control with Prescribed Tracking Accuracy for Orbit Adjustment of SatellitesWeijun Yang0Shizhuan Zou1Liang Li2Kai Huang3Guanyu Lai4School of Mechanical and Electrical Engineering, Guangzhou City Polytechnic, Guangzhou 510405, ChinaSchool of Automation, Guangdong University of Technology, Guangzhou 510006, ChinaSchool of Automation, Guangdong University of Technology, Guangzhou 510006, ChinaSchool of Automation, Guangdong University of Technology, Guangzhou 510006, ChinaSchool of Automation, Guangdong University of Technology, Guangzhou 510006, ChinaIn this paper, we investigate the orbit-adjustment problem of satellite systems in the presence of nonlinear uncertainties in kinematics and dynamics. We propose a novel direct adaptive fuzzy control scheme with prescribed tracking accuracy to address uncertain nonlinear dynamics by employing advanced fuzzy logic systems and integrating a class of sophisticated smooth functions, thereby ensuring convergence of the tracking error within a precisely defined interval. The ingeniously designed control scheme guarantees negative semi-definiteness of the Lyapunov function, ensuring boundedness for all variables. Moreover, our groundbreaking control approach requires only one adaptive law, completely eliminating any direct correlation with the number of nonlinear functions. Simulation results unequivocally validate the remarkable effectiveness and superiority of our innovative control approach.https://www.mdpi.com/2076-0825/13/1/19prescribed performanceadaptive fuzzy controlsatellite orbit controlbackstepping method
spellingShingle Weijun Yang
Shizhuan Zou
Liang Li
Kai Huang
Guanyu Lai
Direct Adaptive Fuzzy Control with Prescribed Tracking Accuracy for Orbit Adjustment of Satellites
Actuators
prescribed performance
adaptive fuzzy control
satellite orbit control
backstepping method
title Direct Adaptive Fuzzy Control with Prescribed Tracking Accuracy for Orbit Adjustment of Satellites
title_full Direct Adaptive Fuzzy Control with Prescribed Tracking Accuracy for Orbit Adjustment of Satellites
title_fullStr Direct Adaptive Fuzzy Control with Prescribed Tracking Accuracy for Orbit Adjustment of Satellites
title_full_unstemmed Direct Adaptive Fuzzy Control with Prescribed Tracking Accuracy for Orbit Adjustment of Satellites
title_short Direct Adaptive Fuzzy Control with Prescribed Tracking Accuracy for Orbit Adjustment of Satellites
title_sort direct adaptive fuzzy control with prescribed tracking accuracy for orbit adjustment of satellites
topic prescribed performance
adaptive fuzzy control
satellite orbit control
backstepping method
url https://www.mdpi.com/2076-0825/13/1/19
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AT liangli directadaptivefuzzycontrolwithprescribedtrackingaccuracyfororbitadjustmentofsatellites
AT kaihuang directadaptivefuzzycontrolwithprescribedtrackingaccuracyfororbitadjustmentofsatellites
AT guanyulai directadaptivefuzzycontrolwithprescribedtrackingaccuracyfororbitadjustmentofsatellites