A simulation and experimental study on wheeled mobile robot path control in road roundabout environment

A robust control algorithm for tracking a wheeled mobile robot navigating in a pre-planned path while passing through the road’s roundabout environment is presented in this article. The proposed control algorithm is derived from both the kinematic and dynamic modelling of a non-holonomic wheeled mob...

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Main Authors: Ali, Mohammed A. H., Mailah, Musa
Format: Article
Language:English
Published: SAGE Publications Inc. 2019
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Online Access:http://eprints.utm.my/id/eprint/87931/1/MusaMailah2019_ASimulationAndExperimentalStudyOnWheeledMobile.pdf
http://eprints.utm.my/id/eprint/87931/
http://dx.doi.org/10.1177/1729881419834778
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Institution: Universiti Teknologi Malaysia
Language: English
id my.utm.87931
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spelling my.utm.879312020-11-30T13:37:15Z http://eprints.utm.my/id/eprint/87931/ A simulation and experimental study on wheeled mobile robot path control in road roundabout environment Ali, Mohammed A. H. Mailah, Musa TJ Mechanical engineering and machinery A robust control algorithm for tracking a wheeled mobile robot navigating in a pre-planned path while passing through the road’s roundabout environment is presented in this article. The proposed control algorithm is derived from both the kinematic and dynamic modelling of a non-holonomic wheeled mobile robot that is driven by a differential drive system. The road’s roundabout is represented in a grid map and the path of the mobile robot is determined using a novel approach, the so-called laser simulator technique within the roundabout environment according to the respective road rules. The main control scheme is experimented in both simulation and experimental study using the resolved-acceleration control and active force control strategy to enable the robot to strictly follow the predefined path in the presence of disturbances. A fusion of the resolved-acceleration control–active force control controller with Kalman Filter has been used empirically in real time to control the wheeled mobile robot in the road’s roundabout setting with the specific purpose of eliminating the noises. Both the simulation and the experimental results show the capability of the proposed controller to track the robot in the predefined path robustly and cancel the effect of the disturbances. SAGE Publications Inc. 2019-03-01 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/87931/1/MusaMailah2019_ASimulationAndExperimentalStudyOnWheeledMobile.pdf Ali, Mohammed A. H. and Mailah, Musa (2019) A simulation and experimental study on wheeled mobile robot path control in road roundabout environment. International Journal of Advanced Robotic Systems, 16 (2). pp. 1-17. ISSN 1729-8806 http://dx.doi.org/10.1177/1729881419834778 DOI:10.1177/1729881419834778
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/
language English
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
Ali, Mohammed A. H.
Mailah, Musa
A simulation and experimental study on wheeled mobile robot path control in road roundabout environment
description A robust control algorithm for tracking a wheeled mobile robot navigating in a pre-planned path while passing through the road’s roundabout environment is presented in this article. The proposed control algorithm is derived from both the kinematic and dynamic modelling of a non-holonomic wheeled mobile robot that is driven by a differential drive system. The road’s roundabout is represented in a grid map and the path of the mobile robot is determined using a novel approach, the so-called laser simulator technique within the roundabout environment according to the respective road rules. The main control scheme is experimented in both simulation and experimental study using the resolved-acceleration control and active force control strategy to enable the robot to strictly follow the predefined path in the presence of disturbances. A fusion of the resolved-acceleration control–active force control controller with Kalman Filter has been used empirically in real time to control the wheeled mobile robot in the road’s roundabout setting with the specific purpose of eliminating the noises. Both the simulation and the experimental results show the capability of the proposed controller to track the robot in the predefined path robustly and cancel the effect of the disturbances.
format Article
author Ali, Mohammed A. H.
Mailah, Musa
author_facet Ali, Mohammed A. H.
Mailah, Musa
author_sort Ali, Mohammed A. H.
title A simulation and experimental study on wheeled mobile robot path control in road roundabout environment
title_short A simulation and experimental study on wheeled mobile robot path control in road roundabout environment
title_full A simulation and experimental study on wheeled mobile robot path control in road roundabout environment
title_fullStr A simulation and experimental study on wheeled mobile robot path control in road roundabout environment
title_full_unstemmed A simulation and experimental study on wheeled mobile robot path control in road roundabout environment
title_sort simulation and experimental study on wheeled mobile robot path control in road roundabout environment
publisher SAGE Publications Inc.
publishDate 2019
url http://eprints.utm.my/id/eprint/87931/1/MusaMailah2019_ASimulationAndExperimentalStudyOnWheeledMobile.pdf
http://eprints.utm.my/id/eprint/87931/
http://dx.doi.org/10.1177/1729881419834778
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