Improving maneuverability of wheeled mobile robots by exploiting lateral slip

We have witnessed a significant advancement in the field of mobile robot applications in the past two decades. From performing mission critical tasks such as in planetary exploration to simply doing household chores, this type of robots requires availability, reliability and safety of its operatio...

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Main Authors: Sidek, Shahrul Na'im, Sarkar, Nilanjan
Format: Article
Language:English
Published: World Scientific and Engineering Acadddemy and Society (WSEAS) 2007
Subjects:
Online Access:http://irep.iium.edu.my/2195/
http://irep.iium.edu.my/2195/
http://irep.iium.edu.my/2195/1/2007WSEAS_FDI_framework.pdf
id iium-2195
recordtype eprints
spelling iium-21952012-04-04T00:56:57Z http://irep.iium.edu.my/2195/ Improving maneuverability of wheeled mobile robots by exploiting lateral slip Sidek, Shahrul Na'im Sarkar, Nilanjan TK Electrical engineering. Electronics Nuclear engineering We have witnessed a significant advancement in the field of mobile robot applications in the past two decades. From performing mission critical tasks such as in planetary exploration to simply doing household chores, this type of robots requires availability, reliability and safety of its operations. Consequently, there is a growing demand for fault tolerant control system (FTCS) for mobile robots where one of it major component is the fault detection and isolation (FDI) module. In our FDI study, one of the challenges in designing the robot model is to create an accurate and robust dynamics model. In this paper, the environment structure, which is the dynamic change in the surface characteristics, will be included. We will utilize Local Neural Model (LNM) in our robot modeling process. Wheel slippage is an event happened when the robot wheels lose their full grasp of the surface. This may cause the robot to deviate from its desired trajectory. On the other hand, the fault on the robot actuator may also lead to similar behavior but need different solution. In this paper we will expand the functionality of FDI module to infer a real actuator fault and wheel slippage in which, the solutions for both events can be combined in a single, common controller. World Scientific and Engineering Acadddemy and Society (WSEAS) 2007-02 Article PeerReviewed application/pdf en http://irep.iium.edu.my/2195/1/2007WSEAS_FDI_framework.pdf Sidek, Shahrul Na'im and Sarkar, Nilanjan (2007) Improving maneuverability of wheeled mobile robots by exploiting lateral slip. WSEAS Transactions on Systems . (1-4). ISSN 2224-2678 (O), 1109-2777 (P) http://www.worldses.org/journals/systems/index.html
repository_type Digital Repository
institution_category Local University
institution International Islamic University Malaysia
building IIUM Repository
collection Online Access
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Sidek, Shahrul Na'im
Sarkar, Nilanjan
Improving maneuverability of wheeled mobile robots by exploiting lateral slip
description We have witnessed a significant advancement in the field of mobile robot applications in the past two decades. From performing mission critical tasks such as in planetary exploration to simply doing household chores, this type of robots requires availability, reliability and safety of its operations. Consequently, there is a growing demand for fault tolerant control system (FTCS) for mobile robots where one of it major component is the fault detection and isolation (FDI) module. In our FDI study, one of the challenges in designing the robot model is to create an accurate and robust dynamics model. In this paper, the environment structure, which is the dynamic change in the surface characteristics, will be included. We will utilize Local Neural Model (LNM) in our robot modeling process. Wheel slippage is an event happened when the robot wheels lose their full grasp of the surface. This may cause the robot to deviate from its desired trajectory. On the other hand, the fault on the robot actuator may also lead to similar behavior but need different solution. In this paper we will expand the functionality of FDI module to infer a real actuator fault and wheel slippage in which, the solutions for both events can be combined in a single, common controller.
format Article
author Sidek, Shahrul Na'im
Sarkar, Nilanjan
author_facet Sidek, Shahrul Na'im
Sarkar, Nilanjan
author_sort Sidek, Shahrul Na'im
title Improving maneuverability of wheeled mobile robots by exploiting lateral slip
title_short Improving maneuverability of wheeled mobile robots by exploiting lateral slip
title_full Improving maneuverability of wheeled mobile robots by exploiting lateral slip
title_fullStr Improving maneuverability of wheeled mobile robots by exploiting lateral slip
title_full_unstemmed Improving maneuverability of wheeled mobile robots by exploiting lateral slip
title_sort improving maneuverability of wheeled mobile robots by exploiting lateral slip
publisher World Scientific and Engineering Acadddemy and Society (WSEAS)
publishDate 2007
url http://irep.iium.edu.my/2195/
http://irep.iium.edu.my/2195/
http://irep.iium.edu.my/2195/1/2007WSEAS_FDI_framework.pdf
first_indexed 2023-09-18T20:09:43Z
last_indexed 2023-09-18T20:09:43Z
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