Robust autonomous helicopter stabilizer tuned by particle swarm optimization

Autonomous helicopter stabilization in the presence of a wind disturbance is presented. A controller is designed based on the nonlinear adaptive output regulation and robust stabilization of a chain of integrators by a saturated feedback to stabilize the position and velocity of a helicopter. The co...

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Main Author: Danapalasingam, Kumeresan A.
Format: Article
Published: World Scientific Publishing Co. Pte Ltd 2014
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Online Access:http://eprints.utm.my/id/eprint/62494/
http://dx.doi.org/10.1142/S0218001414590022
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spelling my.utm.624942017-06-15T01:16:24Z http://eprints.utm.my/id/eprint/62494/ Robust autonomous helicopter stabilizer tuned by particle swarm optimization Danapalasingam, Kumeresan A. TK Electrical engineering. Electronics Nuclear engineering Autonomous helicopter stabilization in the presence of a wind disturbance is presented. A controller is designed based on the nonlinear adaptive output regulation and robust stabilization of a chain of integrators by a saturated feedback to stabilize the position and velocity of a helicopter. The controller is able to adaptively estimate the wind disturbance whose measurements are not made available. In addition to robustness against the external disturbance input the control design is carried out to handle helicopter parameter uncertainties. The cost of the robustly stabilizing control strategy is the challenge to tune 13 controller parameters for a desired output response. Particle swarm optimization (PSO), a metaheuristic optimization algorithm is applied to automate the tuning process. Simulation results demonstrate the effectiveness of the proposed control and tuning methods in the robust stabilization of the helicopter motion. World Scientific Publishing Co. Pte Ltd 2014 Article PeerReviewed Danapalasingam, Kumeresan A. (2014) Robust autonomous helicopter stabilizer tuned by particle swarm optimization. International Journal of Pattern Recognition and Artificial Intelligence, 28 (1). ISSN 0218-0014 http://dx.doi.org/10.1142/S0218001414590022 DOI:10.1142/S0218001414590022
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
Danapalasingam, Kumeresan A.
Robust autonomous helicopter stabilizer tuned by particle swarm optimization
description Autonomous helicopter stabilization in the presence of a wind disturbance is presented. A controller is designed based on the nonlinear adaptive output regulation and robust stabilization of a chain of integrators by a saturated feedback to stabilize the position and velocity of a helicopter. The controller is able to adaptively estimate the wind disturbance whose measurements are not made available. In addition to robustness against the external disturbance input the control design is carried out to handle helicopter parameter uncertainties. The cost of the robustly stabilizing control strategy is the challenge to tune 13 controller parameters for a desired output response. Particle swarm optimization (PSO), a metaheuristic optimization algorithm is applied to automate the tuning process. Simulation results demonstrate the effectiveness of the proposed control and tuning methods in the robust stabilization of the helicopter motion.
format Article
author Danapalasingam, Kumeresan A.
author_facet Danapalasingam, Kumeresan A.
author_sort Danapalasingam, Kumeresan A.
title Robust autonomous helicopter stabilizer tuned by particle swarm optimization
title_short Robust autonomous helicopter stabilizer tuned by particle swarm optimization
title_full Robust autonomous helicopter stabilizer tuned by particle swarm optimization
title_fullStr Robust autonomous helicopter stabilizer tuned by particle swarm optimization
title_full_unstemmed Robust autonomous helicopter stabilizer tuned by particle swarm optimization
title_sort robust autonomous helicopter stabilizer tuned by particle swarm optimization
publisher World Scientific Publishing Co. Pte Ltd
publishDate 2014
url http://eprints.utm.my/id/eprint/62494/
http://dx.doi.org/10.1142/S0218001414590022
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