{"title":"Nonlinear Hysteresis Modeling and Compensation of Tendon-Sheath System via Piecewise Linear Approximation","authors":"Ye Lu, Huijun Li, Jian-yang Lai, Ai-Guon Song","doi":"10.1145/3598151.3598433","DOIUrl":null,"url":null,"abstract":"Tendon-sheath system (TSS) provides a simple yet dexterous solution of force transmission for remote actuation. However, the nonlinear friction determines the control performance of TSS. This paper proposes a simplified piecewise linear model to construct backlash hysteresis. An inverse transmission of this model is used to control distal-end force. Considering the effect of velocity on the transmission model, a piecewise inverse mode method with variable parameters is designed to reduce the force tracking error. The performance of the proposed methods is evaluated by force-tracking experiments with different velocities. The results show that the proposed compensator achieves good force-tracking performance and reduces root mean square error (RMSE) from 3.95 N (without compensator), 1.03 N (traditional compensator), and 0.79 N (piecewise compensator) to 0.43 N (piecewise compensator with varying parameters).","PeriodicalId":398644,"journal":{"name":"Proceedings of the 2023 3rd International Conference on Robotics and Control Engineering","volume":"33 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2023 3rd International Conference on Robotics and Control Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3598151.3598433","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Tendon-sheath system (TSS) provides a simple yet dexterous solution of force transmission for remote actuation. However, the nonlinear friction determines the control performance of TSS. This paper proposes a simplified piecewise linear model to construct backlash hysteresis. An inverse transmission of this model is used to control distal-end force. Considering the effect of velocity on the transmission model, a piecewise inverse mode method with variable parameters is designed to reduce the force tracking error. The performance of the proposed methods is evaluated by force-tracking experiments with different velocities. The results show that the proposed compensator achieves good force-tracking performance and reduces root mean square error (RMSE) from 3.95 N (without compensator), 1.03 N (traditional compensator), and 0.79 N (piecewise compensator) to 0.43 N (piecewise compensator with varying parameters).