LAPSE:2023.4269
Published Article

LAPSE:2023.4269
Adaptive Fuzzy Sliding Mode Control of Omnidirectional Mobile Robots with Prescribed Performance
February 22, 2023
Abstract
Adaptive fuzzy sliding-mode control design for omnidirectional mobile robots with prescribed performance is presented in this work. First, an error transformation which transforms the constrained variable into an unconstrained one is carried out. Next, a fuzzy logic system (FLS) for approximating the unknown dynamics is constructed. Based on such a model, a nominal adaptive linearizing controller incorporating a serial-parallel model (SPM)-based composite algorithm, which improves the tracking performance of the overall closed-loop system, is synthesized. To solve the so-called “loss of controllability” problem, a smooth-switching algorithm is embedded which hands over the control authority to an auxiliary sliding-mode controller until the danger is safely bypassed. The proposed design ensures the semi-globally uniformly ultimately bounded stability of the closed-loop signals. Simulation works demonstrating the validity of the proposed design are presented in the final.
Adaptive fuzzy sliding-mode control design for omnidirectional mobile robots with prescribed performance is presented in this work. First, an error transformation which transforms the constrained variable into an unconstrained one is carried out. Next, a fuzzy logic system (FLS) for approximating the unknown dynamics is constructed. Based on such a model, a nominal adaptive linearizing controller incorporating a serial-parallel model (SPM)-based composite algorithm, which improves the tracking performance of the overall closed-loop system, is synthesized. To solve the so-called “loss of controllability” problem, a smooth-switching algorithm is embedded which hands over the control authority to an auxiliary sliding-mode controller until the danger is safely bypassed. The proposed design ensures the semi-globally uniformly ultimately bounded stability of the closed-loop signals. Simulation works demonstrating the validity of the proposed design are presented in the final.
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Keywords
adaptive fuzzy, composite algorithm, omnidirectional mobile robot, sliding-mode, smooth switching
Subject
Suggested Citation
Huang JT, Chiu CK. Adaptive Fuzzy Sliding Mode Control of Omnidirectional Mobile Robots with Prescribed Performance. (2023). LAPSE:2023.4269
Author Affiliations
Huang JT: Institute of Digital Mechatronic Technology, Chinese Culture University, Taipei 11114, Taiwan [ORCID]
Chiu CK: Institute of Digital Mechatronic Technology, Chinese Culture University, Taipei 11114, Taiwan
Chiu CK: Institute of Digital Mechatronic Technology, Chinese Culture University, Taipei 11114, Taiwan
Journal Name
Processes
Volume
9
Issue
12
First Page
2211
Year
2021
Publication Date
2021-12-08
ISSN
2227-9717
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Original Submission
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PII: pr9122211, Publication Type: Journal Article
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LAPSE:2023.4269
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https://doi.org/10.3390/pr9122211
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[v1] (Original Submission)
Feb 22, 2023
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Feb 22, 2023
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