Function approximation technique based sliding mode controller adaptive control of robotic arm with time-varying uncertainties
The controlling of robotic arm is really challenging due to the involvement of various uncertainties such as- time varying payload, friction and disturbances. These challenges attract many researchers to develop advanced control strategies for robot arm. However, most of the developed controllers fo...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Elsevier B.V.
2015
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| Online Access: | http://irep.iium.edu.my/47733/1/47733_-_Function_approximation_technique_based_sliding_mode_controller_adaptive_control_of_robotic_arm_with_time-varying_uncertainties.pdf |
| _version_ | 1825649347107225600 |
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| author | Mst., Nafisa Tamanna Shantaa Zainul Azlan, Norsinnira |
| author_facet | Mst., Nafisa Tamanna Shantaa Zainul Azlan, Norsinnira |
| author_sort | Mst., Nafisa Tamanna Shantaa |
| collection | IIUM |
| description | The controlling of robotic arm is really challenging due to the involvement of various uncertainties such as- time varying payload, friction and disturbances. These challenges attract many researchers to develop advanced control strategies for robot arm. However, most of the developed controllers focus on time invariant uncertainties. This paper presents the formulation of a
new Sliding Mode Control- Function Approximation Technique (SMC-FAT) based adaptive controller for a robot arm carrying
unknown time-varying payload with the presence of time-varying disturbance and friction. The limitation of previous controllers to cope up with wide range time-varying uncertainty is solved using FAT expression. The stability of the controller can be proven by selecting a proper Lyapunov function and the update law can be derived easily. Three different time-varying uncertainties in
sinusoidal, sawtooth and random functions have been considered as the payload and disturbance in the computer simulation to evaluate the controller’s performance. The results with error less than 0.02 percentages proved the effectiveness of the proposed controller. |
| first_indexed | 2024-03-05T23:46:15Z |
| format | Article |
| id | oai:generic.eprints.org:47733 |
| institution | International Islamic University Malaysia |
| language | English |
| last_indexed | 2024-03-05T23:46:15Z |
| publishDate | 2015 |
| publisher | Elsevier B.V. |
| record_format | dspace |
| spelling | oai:generic.eprints.org:477332017-11-21T07:06:59Z http://irep.iium.edu.my/47733/ Function approximation technique based sliding mode controller adaptive control of robotic arm with time-varying uncertainties Mst., Nafisa Tamanna Shantaa Zainul Azlan, Norsinnira TJ Mechanical engineering and machinery TK Electrical engineering. Electronics Nuclear engineering The controlling of robotic arm is really challenging due to the involvement of various uncertainties such as- time varying payload, friction and disturbances. These challenges attract many researchers to develop advanced control strategies for robot arm. However, most of the developed controllers focus on time invariant uncertainties. This paper presents the formulation of a new Sliding Mode Control- Function Approximation Technique (SMC-FAT) based adaptive controller for a robot arm carrying unknown time-varying payload with the presence of time-varying disturbance and friction. The limitation of previous controllers to cope up with wide range time-varying uncertainty is solved using FAT expression. The stability of the controller can be proven by selecting a proper Lyapunov function and the update law can be derived easily. Three different time-varying uncertainties in sinusoidal, sawtooth and random functions have been considered as the payload and disturbance in the computer simulation to evaluate the controller’s performance. The results with error less than 0.02 percentages proved the effectiveness of the proposed controller. Elsevier B.V. 2015 Article PeerReviewed application/pdf en http://irep.iium.edu.my/47733/1/47733_-_Function_approximation_technique_based_sliding_mode_controller_adaptive_control_of_robotic_arm_with_time-varying_uncertainties.pdf Mst., Nafisa Tamanna Shantaa and Zainul Azlan, Norsinnira (2015) Function approximation technique based sliding mode controller adaptive control of robotic arm with time-varying uncertainties. Procedia Computer Science , 76. pp. 87-94. ISSN 1877-0509 http://www.sciencedirect.com/science/article/pii/S1877050915037849 doi:10.1016/j.procs.2015.12.283 |
| spellingShingle | TJ Mechanical engineering and machinery TK Electrical engineering. Electronics Nuclear engineering Mst., Nafisa Tamanna Shantaa Zainul Azlan, Norsinnira Function approximation technique based sliding mode controller adaptive control of robotic arm with time-varying uncertainties |
| title | Function approximation technique based sliding mode controller adaptive control of robotic arm with time-varying uncertainties |
| title_full | Function approximation technique based sliding mode controller adaptive control of robotic arm with time-varying uncertainties |
| title_fullStr | Function approximation technique based sliding mode controller adaptive control of robotic arm with time-varying uncertainties |
| title_full_unstemmed | Function approximation technique based sliding mode controller adaptive control of robotic arm with time-varying uncertainties |
| title_short | Function approximation technique based sliding mode controller adaptive control of robotic arm with time-varying uncertainties |
| title_sort | function approximation technique based sliding mode controller adaptive control of robotic arm with time varying uncertainties |
| topic | TJ Mechanical engineering and machinery TK Electrical engineering. Electronics Nuclear engineering |
| url | http://irep.iium.edu.my/47733/1/47733_-_Function_approximation_technique_based_sliding_mode_controller_adaptive_control_of_robotic_arm_with_time-varying_uncertainties.pdf |
| work_keys_str_mv | AT mstnafisatamannashantaa functionapproximationtechniquebasedslidingmodecontrolleradaptivecontrolofroboticarmwithtimevaryinguncertainties AT zainulazlannorsinnira functionapproximationtechniquebasedslidingmodecontrolleradaptivecontrolofroboticarmwithtimevaryinguncertainties |