Modelling and trajectory following of an armoured vehicle

In this study, a trajectory following strategy consists of two feedback loops is employed on an armoured vehicle to follow a pre-defined trajectory using PID controllers. A 7 Degree-of-Freedoms (DOF) mathematical model is used to model the armoured vehicle which considers full vehicle interactions i...

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Main Authors: Amer, N. H., Zamzuri, H., Hudha, K., Aparow, V. R., Kadir, Z. A., Abidin, A. F. Z.
Format: Conference or Workshop Item
Published: Institute of Electrical and Electronics Engineers Inc. 2016
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Online Access:http://eprints.utm.my/id/eprint/73279/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84973622869&doi=10.1109%2fSICEISCS.2016.7470169&partnerID=40&md5=1a6ff20f1033466995d3aa639ff7b58b
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Institution: Universiti Teknologi Malaysia
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spelling my.utm.732792017-11-27T09:02:11Z http://eprints.utm.my/id/eprint/73279/ Modelling and trajectory following of an armoured vehicle Amer, N. H. Zamzuri, H. Hudha, K. Aparow, V. R. Kadir, Z. A. Abidin, A. F. Z. T Technology (General) In this study, a trajectory following strategy consists of two feedback loops is employed on an armoured vehicle to follow a pre-defined trajectory using PID controllers. A 7 Degree-of-Freedoms (DOF) mathematical model is used to model the armoured vehicle which considers full vehicle interactions including tire model, powertrain model, slips and vertical load distribution model. Next, parametric study for the PID parameters was carried out. To tune the PID parameters, two methods are used namely try-and-error based on the parametric study and also using Particle Swarm Optimisation (PSO) algorithm. Lastly, controller responses were evaluated and compared in terms of its performance in following the trajectory. It was proven that PSO algorithm manage to tune and optimise the PID controller parameters for the trajectory following control. Institute of Electrical and Electronics Engineers Inc. 2016 Conference or Workshop Item PeerReviewed Amer, N. H. and Zamzuri, H. and Hudha, K. and Aparow, V. R. and Kadir, Z. A. and Abidin, A. F. Z. (2016) Modelling and trajectory following of an armoured vehicle. In: 2nd SICE International Symposium on Control Systems, ISCS 2016, 7 March 2016 through 10 March 2016, Japan. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84973622869&doi=10.1109%2fSICEISCS.2016.7470169&partnerID=40&md5=1a6ff20f1033466995d3aa639ff7b58b
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 T Technology (General)
spellingShingle T Technology (General)
Amer, N. H.
Zamzuri, H.
Hudha, K.
Aparow, V. R.
Kadir, Z. A.
Abidin, A. F. Z.
Modelling and trajectory following of an armoured vehicle
description In this study, a trajectory following strategy consists of two feedback loops is employed on an armoured vehicle to follow a pre-defined trajectory using PID controllers. A 7 Degree-of-Freedoms (DOF) mathematical model is used to model the armoured vehicle which considers full vehicle interactions including tire model, powertrain model, slips and vertical load distribution model. Next, parametric study for the PID parameters was carried out. To tune the PID parameters, two methods are used namely try-and-error based on the parametric study and also using Particle Swarm Optimisation (PSO) algorithm. Lastly, controller responses were evaluated and compared in terms of its performance in following the trajectory. It was proven that PSO algorithm manage to tune and optimise the PID controller parameters for the trajectory following control.
format Conference or Workshop Item
author Amer, N. H.
Zamzuri, H.
Hudha, K.
Aparow, V. R.
Kadir, Z. A.
Abidin, A. F. Z.
author_facet Amer, N. H.
Zamzuri, H.
Hudha, K.
Aparow, V. R.
Kadir, Z. A.
Abidin, A. F. Z.
author_sort Amer, N. H.
title Modelling and trajectory following of an armoured vehicle
title_short Modelling and trajectory following of an armoured vehicle
title_full Modelling and trajectory following of an armoured vehicle
title_fullStr Modelling and trajectory following of an armoured vehicle
title_full_unstemmed Modelling and trajectory following of an armoured vehicle
title_sort modelling and trajectory following of an armoured vehicle
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2016
url http://eprints.utm.my/id/eprint/73279/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84973622869&doi=10.1109%2fSICEISCS.2016.7470169&partnerID=40&md5=1a6ff20f1033466995d3aa639ff7b58b
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