Self-Adjusting Fuzzy Logic Based Control of Robot Manipulators In Task Space
| dc.contributor.author | Yilmaz B.M. | |
| dc.contributor.author | Tatlicioglu E. | |
| dc.contributor.author | Savran A. | |
| dc.contributor.author | Alci M. | |
| dc.date.accessioned | 2021-05-03T20:59:02Z | |
| dc.date.available | 2021-05-03T20:59:02Z | |
| dc.date.issued | 2021 | |
| dc.description.abstract | End effector tracking control of robot manipulators subject to dynamical uncertainties is the main objective of this work. Direct task space control that aims minimizing the end effector tracking error directly is preferred. In the open loop error system, the vector that depends on uncertain dynamical terms is modeled via a fuzzy logic network and a self-adjusting adaptive fuzzy logic component is designed as part of the nonlinear proportional derivative based control input torque. The stability of the closed loop system is investigated via Lyapunov based arguments and practical tracking is proven. The viability of the proposed control strategy is shown with experimental results. Extensions to uncertain Jacobian case and kinematically redundant robots are also presented. IEEE | en_US |
| dc.identifier.doi | 10.1109/TIE.2021.3063970 | |
| dc.identifier.issn | 0278-0046 | |
| dc.identifier.issn | 0278-0046 | en_US |
| dc.identifier.scopus | 2-s2.0-85102632064 | en_US |
| dc.identifier.scopusquality | Q1 | en_US |
| dc.identifier.uri | https://doi.org/10.1109/TIE.2021.3063970 | |
| dc.identifier.uri | https://hdl.handle.net/11454/71551 | |
| dc.indekslendigikaynak | Scopus | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | en_US |
| dc.relation.ispartof | IEEE Transactions on Industrial Electronics | en_US |
| dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Adaptive fuzzy logic | en_US |
| dc.subject | Fuzzy approximation | en_US |
| dc.subject | Lyapunov methods | en_US |
| dc.subject | Robot manipulators | en_US |
| dc.subject | Task space control | en_US |
| dc.subject | Universal fuzzy controller | en_US |
| dc.title | Self-Adjusting Fuzzy Logic Based Control of Robot Manipulators In Task Space | en_US |
| dc.type | Article | en_US |
