Hao Wu;Shuting Wang;Hu Li;Yuanlong Xie;Shiqi Zheng;Sheng Quan Xie
{"title":"Adaptive Fault-Tolerant Control of Wheeled Mobile Robots With Multiple Actuator Faults and Saturation","authors":"Hao Wu;Shuting Wang;Hu Li;Yuanlong Xie;Shiqi Zheng;Sheng Quan Xie","doi":"10.1109/LRA.2025.3548505","DOIUrl":null,"url":null,"abstract":"The actuator fault problems under saturation bring significant challenges to the stable and accurate tracking of wheeled mobile robots (WMRs) in industrial applications. This letter proposes a novel adaptive fault-tolerant control (FTC) method for WMR systems simultaneously considering uncertain multiple actuator faults, namely lock-in-place (LIP) and partial loss-of-effectiveness (LOE) faults, and saturation. First, a novel barrier function-based nonsingular terminal sliding mode controller is explored to address the actuator LIP failures and unknown dead zones. Then, a two-auxiliary-variable-based adaptive law is designed by estimating the boundary of the actuation effectiveness and saturation coefficient, and uniformly handles the actuator LOE fault and saturation. The adaptive fault-tolerant controller is constructed based on these adaptive laws, achieving the error/sliding variables finite-time convergence and being confined within a predetermined neighborhood of the origin. Finally, practical experiments demonstrate the effectiveness and advantages of the designed FTC scheme.","PeriodicalId":13241,"journal":{"name":"IEEE Robotics and Automation Letters","volume":"10 4","pages":"4156-4163"},"PeriodicalIF":4.6000,"publicationDate":"2025-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Robotics and Automation Letters","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10910118/","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ROBOTICS","Score":null,"Total":0}
引用次数: 0
Abstract
The actuator fault problems under saturation bring significant challenges to the stable and accurate tracking of wheeled mobile robots (WMRs) in industrial applications. This letter proposes a novel adaptive fault-tolerant control (FTC) method for WMR systems simultaneously considering uncertain multiple actuator faults, namely lock-in-place (LIP) and partial loss-of-effectiveness (LOE) faults, and saturation. First, a novel barrier function-based nonsingular terminal sliding mode controller is explored to address the actuator LIP failures and unknown dead zones. Then, a two-auxiliary-variable-based adaptive law is designed by estimating the boundary of the actuation effectiveness and saturation coefficient, and uniformly handles the actuator LOE fault and saturation. The adaptive fault-tolerant controller is constructed based on these adaptive laws, achieving the error/sliding variables finite-time convergence and being confined within a predetermined neighborhood of the origin. Finally, practical experiments demonstrate the effectiveness and advantages of the designed FTC scheme.
期刊介绍:
The scope of this journal is to publish peer-reviewed articles that provide a timely and concise account of innovative research ideas and application results, reporting significant theoretical findings and application case studies in areas of robotics and automation.