Fuzzy Saturated Output Feedback Tracking Control for Robot Manipulators: A Singular Perturbation Theory Based Approach

To deal with the problem of the output feedback tracking (OFT) control with bounded torque inputs of robot manipulators, we propose a generalized fuzzy saturated OFT controller based on singular perturbation theory. First, considering the fact that the output toque of joint actuators is limited, a g...

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Main Authors: Huashan Liu, Kuangrong Hao, Xiaobo Lai
Format: Article
Language:English
Published: SAGE Publishing 2011-09-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.5772/45690
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spelling doaj-358af1009f644b87b41f3ad2243863122020-11-25T03:44:11ZengSAGE PublishingInternational Journal of Advanced Robotic Systems1729-88142011-09-01810.5772/4569010.5772_45690Fuzzy Saturated Output Feedback Tracking Control for Robot Manipulators: A Singular Perturbation Theory Based ApproachHuashan Liu0Kuangrong Hao1Xiaobo Lai2 College of Information Science and Technology, Donghua University, Shanghai, China College of Information Science and Technology, Donghua University, Shanghai, China College of Information Technology, Zhejiang Chinese Medical University, Hangzhou, ChinaTo deal with the problem of the output feedback tracking (OFT) control with bounded torque inputs of robot manipulators, we propose a generalized fuzzy saturated OFT controller based on singular perturbation theory. First, considering the fact that the output toque of joint actuators is limited, a general expression for a class of saturation functions is given to be applied in the control law. Second, to carry out the whole closed-loop control with only position measurements, linear and nonlinear filters are optionally involved to generate a pseudo signal to surrogate the actual velocity tracking error. As a third contribution, a fuzzy regulator is added to obtain a self-tuning performance in tackling the disturbances. Moreover, an explicit but strict stability proof of the system based on the stability theory of singularly perturbed systems is presented. Finally, numerical simulations on several sample controllers are implemented to verify the effectiveness of the proposed approach.https://doi.org/10.5772/45690
collection DOAJ
language English
format Article
sources DOAJ
author Huashan Liu
Kuangrong Hao
Xiaobo Lai
spellingShingle Huashan Liu
Kuangrong Hao
Xiaobo Lai
Fuzzy Saturated Output Feedback Tracking Control for Robot Manipulators: A Singular Perturbation Theory Based Approach
International Journal of Advanced Robotic Systems
author_facet Huashan Liu
Kuangrong Hao
Xiaobo Lai
author_sort Huashan Liu
title Fuzzy Saturated Output Feedback Tracking Control for Robot Manipulators: A Singular Perturbation Theory Based Approach
title_short Fuzzy Saturated Output Feedback Tracking Control for Robot Manipulators: A Singular Perturbation Theory Based Approach
title_full Fuzzy Saturated Output Feedback Tracking Control for Robot Manipulators: A Singular Perturbation Theory Based Approach
title_fullStr Fuzzy Saturated Output Feedback Tracking Control for Robot Manipulators: A Singular Perturbation Theory Based Approach
title_full_unstemmed Fuzzy Saturated Output Feedback Tracking Control for Robot Manipulators: A Singular Perturbation Theory Based Approach
title_sort fuzzy saturated output feedback tracking control for robot manipulators: a singular perturbation theory based approach
publisher SAGE Publishing
series International Journal of Advanced Robotic Systems
issn 1729-8814
publishDate 2011-09-01
description To deal with the problem of the output feedback tracking (OFT) control with bounded torque inputs of robot manipulators, we propose a generalized fuzzy saturated OFT controller based on singular perturbation theory. First, considering the fact that the output toque of joint actuators is limited, a general expression for a class of saturation functions is given to be applied in the control law. Second, to carry out the whole closed-loop control with only position measurements, linear and nonlinear filters are optionally involved to generate a pseudo signal to surrogate the actual velocity tracking error. As a third contribution, a fuzzy regulator is added to obtain a self-tuning performance in tackling the disturbances. Moreover, an explicit but strict stability proof of the system based on the stability theory of singularly perturbed systems is presented. Finally, numerical simulations on several sample controllers are implemented to verify the effectiveness of the proposed approach.
url https://doi.org/10.5772/45690
work_keys_str_mv AT huashanliu fuzzysaturatedoutputfeedbacktrackingcontrolforrobotmanipulatorsasingularperturbationtheorybasedapproach
AT kuangronghao fuzzysaturatedoutputfeedbacktrackingcontrolforrobotmanipulatorsasingularperturbationtheorybasedapproach
AT xiaobolai fuzzysaturatedoutputfeedbacktrackingcontrolforrobotmanipulatorsasingularperturbationtheorybasedapproach
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