PSO-based optimization of state feedback tracking controller for a flexible link manipulator

In this paper, state feedback control design for tracking control of a flexible link manipulator is considered. The computation of state feedback control gains is conventionally handled by pole placement method or LQR method via Riccati equation. Unfortunately, they still possess trial-and-e...

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Main Authors: Solihin, Mahmud Iwan, Wahyudi, Martono, Akmeliawati, Rini
Format: Conference or Workshop Item
Language:English
Published: 2009
Subjects:
Online Access:http://irep.iium.edu.my/5289/1/socpar2009.pdf
http://irep.iium.edu.my/5289/
http://dx.doi.org/10.1109/SoCPaR.2009.26
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spelling my.iium.irep.52892011-11-22T03:22:09Z http://irep.iium.edu.my/5289/ PSO-based optimization of state feedback tracking controller for a flexible link manipulator Solihin, Mahmud Iwan Wahyudi, Martono Akmeliawati, Rini TJ212 Control engineering TK Electrical engineering. Electronics Nuclear engineering In this paper, state feedback control design for tracking control of a flexible link manipulator is considered. The computation of state feedback control gains is conventionally handled by pole placement method or LQR method via Riccati equation. Unfortunately, they still possess trial-and-error approach in choosing their parameters. Particularly, choosing elements of Q and R matrices in the state feedback control design using LQR method has to be done by trial. Therefore, an intelligent method to resolve this problem is proposed by adopting PSO-based optimization. Experimental work is carried out to evaluate effectiveness of the proposed method. 2009 Conference or Workshop Item REM application/pdf en http://irep.iium.edu.my/5289/1/socpar2009.pdf Solihin, Mahmud Iwan and Wahyudi, Martono and Akmeliawati, Rini (2009) PSO-based optimization of state feedback tracking controller for a flexible link manipulator. In: 2009 International Conference of Soft Computing and Pattern Recognition, 4-7 December 2009, Universiti Teknikal Malaysia Melaka (UTeM), Malacca, Malaysia. http://dx.doi.org/10.1109/SoCPaR.2009.26 doi:10.1109/SoCPaR.2009.26
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic TJ212 Control engineering
TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TJ212 Control engineering
TK Electrical engineering. Electronics Nuclear engineering
Solihin, Mahmud Iwan
Wahyudi, Martono
Akmeliawati, Rini
PSO-based optimization of state feedback tracking controller for a flexible link manipulator
description In this paper, state feedback control design for tracking control of a flexible link manipulator is considered. The computation of state feedback control gains is conventionally handled by pole placement method or LQR method via Riccati equation. Unfortunately, they still possess trial-and-error approach in choosing their parameters. Particularly, choosing elements of Q and R matrices in the state feedback control design using LQR method has to be done by trial. Therefore, an intelligent method to resolve this problem is proposed by adopting PSO-based optimization. Experimental work is carried out to evaluate effectiveness of the proposed method.
format Conference or Workshop Item
author Solihin, Mahmud Iwan
Wahyudi, Martono
Akmeliawati, Rini
author_facet Solihin, Mahmud Iwan
Wahyudi, Martono
Akmeliawati, Rini
author_sort Solihin, Mahmud Iwan
title PSO-based optimization of state feedback tracking controller for a flexible link manipulator
title_short PSO-based optimization of state feedback tracking controller for a flexible link manipulator
title_full PSO-based optimization of state feedback tracking controller for a flexible link manipulator
title_fullStr PSO-based optimization of state feedback tracking controller for a flexible link manipulator
title_full_unstemmed PSO-based optimization of state feedback tracking controller for a flexible link manipulator
title_sort pso-based optimization of state feedback tracking controller for a flexible link manipulator
publishDate 2009
url http://irep.iium.edu.my/5289/1/socpar2009.pdf
http://irep.iium.edu.my/5289/
http://dx.doi.org/10.1109/SoCPaR.2009.26
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score 13.160551