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...

Full description

Saved in:
Bibliographic Details
Main Authors: Mohd. Basri, Mohd. Ariffanan, Mohd. Subha, Nurul Adilla, Shamsudin, Mohamad Amir, Sahlan, Shafishuhaza
Format: Article
Published: Elektrika: Journal of Electrical Engineering 2018
Subjects:
Online Access:http://eprints.utm.my/id/eprint/82229/
https://doi.org/10.11113/elektrika.v17n1.27
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.utm.82229
record_format eprints
spelling 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
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle 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
description 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.
format Article
author 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
author_sort 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
publisher Elektrika: Journal of Electrical Engineering
publishDate 2018
url http://eprints.utm.my/id/eprint/82229/
https://doi.org/10.11113/elektrika.v17n1.27
_version_ 1654960010939072512
score 13.211869