Micro controller-based fuzzy logic controller for a small autonomous underwater robot

Mobile systems traveling through a complex environment, lil@ underwater environments, present major dfficulties in determining accurate dynamic models. Autonomous underwater vehicle motion in these conditions requires investigation of competent control solutions that guarantee robustness against ext...

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Main Authors: Tehrani, Mohsen Habibi, Awouda, Ala Eldin Abdallah, Mamat, Rosbi
Format: Article
Published: Praise Worthy Prize 2010
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Online Access:http://eprints.utm.my/id/eprint/37989/
http://www.praiseworthyprize.com/IREACO-latest/IREACO_vol_3_n_1.html#Microcontroller-Based_Fuzzy_Logic_Controller_for_a_Small_Autonomous_Underwater_Robot
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Institution: Universiti Teknologi Malaysia
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spelling my.utm.379892017-02-15T01:42:55Z http://eprints.utm.my/id/eprint/37989/ Micro controller-based fuzzy logic controller for a small autonomous underwater robot Tehrani, Mohsen Habibi Awouda, Ala Eldin Abdallah Mamat, Rosbi TK Electrical engineering. Electronics Nuclear engineering Mobile systems traveling through a complex environment, lil@ underwater environments, present major dfficulties in determining accurate dynamic models. Autonomous underwater vehicle motion in these conditions requires investigation of competent control solutions that guarantee robustness against external parameter uncertainty. In this paper, a microcontroller-basedfuzzy logic controller is introduced to stabilize balancing the robot while it is movingforward. This approach is applied to one onboard microcontroller which is inside small AUV and the control system is able to meet the required robustness. The significance of this work is because of using a microcontroller with its limited amount of on-chip MM rather than using commercial computer. It is implemented along with a fuzzy PI controller as the supemisor, and evaluated through experiments. It is shown that the characteristics of the fuzzy logic, such as flexibility of the I/O selection and saturation of the outputs, provide favorable performance to the control systemfor AUVs. Praise Worthy Prize 2010-01 Article PeerReviewed Tehrani, Mohsen Habibi and Awouda, Ala Eldin Abdallah and Mamat, Rosbi (2010) Micro controller-based fuzzy logic controller for a small autonomous underwater robot. International Review of Automatic Control, 3 (1). pp. 60-65. ISSN 1974-6059 http://www.praiseworthyprize.com/IREACO-latest/IREACO_vol_3_n_1.html#Microcontroller-Based_Fuzzy_Logic_Controller_for_a_Small_Autonomous_Underwater_Robot
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
Tehrani, Mohsen Habibi
Awouda, Ala Eldin Abdallah
Mamat, Rosbi
Micro controller-based fuzzy logic controller for a small autonomous underwater robot
description Mobile systems traveling through a complex environment, lil@ underwater environments, present major dfficulties in determining accurate dynamic models. Autonomous underwater vehicle motion in these conditions requires investigation of competent control solutions that guarantee robustness against external parameter uncertainty. In this paper, a microcontroller-basedfuzzy logic controller is introduced to stabilize balancing the robot while it is movingforward. This approach is applied to one onboard microcontroller which is inside small AUV and the control system is able to meet the required robustness. The significance of this work is because of using a microcontroller with its limited amount of on-chip MM rather than using commercial computer. It is implemented along with a fuzzy PI controller as the supemisor, and evaluated through experiments. It is shown that the characteristics of the fuzzy logic, such as flexibility of the I/O selection and saturation of the outputs, provide favorable performance to the control systemfor AUVs.
format Article
author Tehrani, Mohsen Habibi
Awouda, Ala Eldin Abdallah
Mamat, Rosbi
author_facet Tehrani, Mohsen Habibi
Awouda, Ala Eldin Abdallah
Mamat, Rosbi
author_sort Tehrani, Mohsen Habibi
title Micro controller-based fuzzy logic controller for a small autonomous underwater robot
title_short Micro controller-based fuzzy logic controller for a small autonomous underwater robot
title_full Micro controller-based fuzzy logic controller for a small autonomous underwater robot
title_fullStr Micro controller-based fuzzy logic controller for a small autonomous underwater robot
title_full_unstemmed Micro controller-based fuzzy logic controller for a small autonomous underwater robot
title_sort micro controller-based fuzzy logic controller for a small autonomous underwater robot
publisher Praise Worthy Prize
publishDate 2010
url http://eprints.utm.my/id/eprint/37989/
http://www.praiseworthyprize.com/IREACO-latest/IREACO_vol_3_n_1.html#Microcontroller-Based_Fuzzy_Logic_Controller_for_a_Small_Autonomous_Underwater_Robot
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