Sliding mode controller for trajectory tracking control of autonomous mobile robot
Trajectory tracking control is an important issue in the field of autonomous mobile robot. In high speed and heavy load applications, the dynamic of autonomous mobile robot plays an important factor in allowing the robot to follow the desired trajectory path. However, the parameters attribute to rob...
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Elektrika: Journal of Electrical Engineering
2018
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my.utm.822292019-11-18T03:39:17Z http://eprints.utm.my/id/eprint/82229/ Sliding mode controller for trajectory tracking control of autonomous mobile robot Mohd. Basri, Mohd. Ariffanan Mohd. Subha, Nurul Adilla Shamsudin, Mohamad Amir Sahlan, Shafishuhaza TK Electrical engineering. Electronics Nuclear engineering Trajectory tracking control is an important issue in the field of autonomous mobile robot. In high speed and heavy load applications, the dynamic of autonomous mobile robot plays an important factor in allowing the robot to follow the desired trajectory path. However, the parameters attribute to robot dynamic are difficult to model and highly uncertain. One of the uncertainty factors is the load variation which changes the dynamic parameters of autonomous mobile robot. Meanwhile, Sliding Mode Control (SMC) is well known for its robustness against model uncertainties and disturbances. This paper is about design of dynamic controller based on SMC technique for trajectory tracking control of autonomous mobile robot system. The model of mobile robot is developed based on Pioneer 3-DX mobile robot. The trajectory tracking controller is divided into two parts, kinematic controller and dynamic controller. Stability of both dynamic and kinematic controller is verified using Lyapunov stability theory. The performance of trajectory tracking control for proposed dynamic controller based on SMC technique is compared against dynamic controller based on Proportional-Integral-Derivative (PID) technique with and without the presence of dynamic uncertainties. Simulation results show proposed dynamic controller based on SMC technique give better performance in trajectory tracking control in comparison to PID. Elektrika: Journal of Electrical Engineering 2018 Article PeerReviewed Mohd. Basri, Mohd. Ariffanan and Mohd. Subha, Nurul Adilla and Shamsudin, Mohamad Amir and Sahlan, Shafishuhaza (2018) Sliding mode controller for trajectory tracking control of autonomous mobile robot. Elektrika: Journal of Electrical Engineering, 17 (1). pp. 28-33. ISSN 0128-4428 https://doi.org/10.11113/elektrika.v17n1.27 DOI: 10.11113/elektrika.v17n1.27 |
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TK Electrical engineering. Electronics Nuclear engineering Mohd. Basri, Mohd. Ariffanan Mohd. Subha, Nurul Adilla Shamsudin, Mohamad Amir Sahlan, Shafishuhaza Sliding mode controller for trajectory tracking control of autonomous mobile robot |
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Trajectory tracking control is an important issue in the field of autonomous mobile robot. In high speed and heavy load applications, the dynamic of autonomous mobile robot plays an important factor in allowing the robot to follow the desired trajectory path. However, the parameters attribute to robot dynamic are difficult to model and highly uncertain. One of the uncertainty factors is the load variation which changes the dynamic parameters of autonomous mobile robot. Meanwhile, Sliding Mode Control (SMC) is well known for its robustness against model uncertainties and disturbances. This paper is about design of dynamic controller based on SMC technique for trajectory tracking control of autonomous mobile robot system. The model of mobile robot is developed based on Pioneer 3-DX mobile robot. The trajectory tracking controller is divided into two parts, kinematic controller and dynamic controller. Stability of both dynamic and kinematic controller is verified using Lyapunov stability theory. The performance of trajectory tracking control for proposed dynamic controller based on SMC technique is compared against dynamic controller based on Proportional-Integral-Derivative (PID) technique with and without the presence of dynamic uncertainties. Simulation results show proposed dynamic controller based on SMC technique give better performance in trajectory tracking control in comparison to PID. |
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Article |
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Mohd. Basri, Mohd. Ariffanan Mohd. Subha, Nurul Adilla Shamsudin, Mohamad Amir Sahlan, Shafishuhaza |
author_facet |
Mohd. Basri, Mohd. Ariffanan Mohd. Subha, Nurul Adilla Shamsudin, Mohamad Amir Sahlan, Shafishuhaza |
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Mohd. Basri, Mohd. Ariffanan |
title |
Sliding mode controller for trajectory tracking control of autonomous mobile robot |
title_short |
Sliding mode controller for trajectory tracking control of autonomous mobile robot |
title_full |
Sliding mode controller for trajectory tracking control of autonomous mobile robot |
title_fullStr |
Sliding mode controller for trajectory tracking control of autonomous mobile robot |
title_full_unstemmed |
Sliding mode controller for trajectory tracking control of autonomous mobile robot |
title_sort |
sliding mode controller for trajectory tracking control of autonomous mobile robot |
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Elektrika: Journal of Electrical Engineering |
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2018 |
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http://eprints.utm.my/id/eprint/82229/ https://doi.org/10.11113/elektrika.v17n1.27 |
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1654960010939072512 |
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