Creating Through Points in Linear Function with Parabolic Blends Path by Optimization Method

The linear segment with parabolic blend (LSPB) trajectory deviates from the specified waypoints. It is restricted to that the acceleration must be sufficiently high. In this work, it is proposed to engage modified LSPB trajectory with particle swarm optimization (PSO) so as to create through points...

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Autor principal: Saad Zaghlul Saeed Al-khayyt
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Publicado: Al-Khwarizmi College of Engineering – University of Baghdad 2018
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Acceso en línea:https://doaj.org/article/57fec59a179946ea8cb48f3a961fb0f0
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spelling oai:doaj.org-article:57fec59a179946ea8cb48f3a961fb0f02021-12-02T02:33:58ZCreating Through Points in Linear Function with Parabolic Blends Path by Optimization Method10.22153/kej.2018.10.0051818-11712312-0789https://doaj.org/article/57fec59a179946ea8cb48f3a961fb0f02018-04-01T00:00:00Zhttp://alkej.uobaghdad.edu.iq/index.php/alkej/article/view/116https://doaj.org/toc/1818-1171https://doaj.org/toc/2312-0789 The linear segment with parabolic blend (LSPB) trajectory deviates from the specified waypoints. It is restricted to that the acceleration must be sufficiently high. In this work, it is proposed to engage modified LSPB trajectory with particle swarm optimization (PSO) so as to create through points on the trajectory. The assumption of normal LSPB method that parabolic part is centered in time around waypoints is replaced by proposed coefficients for calculating the time duration of the linear part. These coefficients are functions of velocities between through points. The velocities are obtained by PSO so as to force the LSPB trajectory passing exactly through the specified path points. Also, relations for velocity correction and exact velocity solution are derived. Simulation results show that the engagement of modified LSPB trajectory with PSO to work well on the tested cases. This proposed method is very simple which can be used for on-line path planning, and not necessarily to use high acceleration magnitude. Saad Zaghlul Saeed Al-khayytAl-Khwarizmi College of Engineering – University of BaghdadarticleChemical engineeringTP155-156Engineering (General). Civil engineering (General)TA1-2040ENAl-Khawarizmi Engineering Journal, Vol 14, Iss 1 (2018)
institution DOAJ
collection DOAJ
language EN
topic Chemical engineering
TP155-156
Engineering (General). Civil engineering (General)
TA1-2040
spellingShingle Chemical engineering
TP155-156
Engineering (General). Civil engineering (General)
TA1-2040
Saad Zaghlul Saeed Al-khayyt
Creating Through Points in Linear Function with Parabolic Blends Path by Optimization Method
description The linear segment with parabolic blend (LSPB) trajectory deviates from the specified waypoints. It is restricted to that the acceleration must be sufficiently high. In this work, it is proposed to engage modified LSPB trajectory with particle swarm optimization (PSO) so as to create through points on the trajectory. The assumption of normal LSPB method that parabolic part is centered in time around waypoints is replaced by proposed coefficients for calculating the time duration of the linear part. These coefficients are functions of velocities between through points. The velocities are obtained by PSO so as to force the LSPB trajectory passing exactly through the specified path points. Also, relations for velocity correction and exact velocity solution are derived. Simulation results show that the engagement of modified LSPB trajectory with PSO to work well on the tested cases. This proposed method is very simple which can be used for on-line path planning, and not necessarily to use high acceleration magnitude.
format article
author Saad Zaghlul Saeed Al-khayyt
author_facet Saad Zaghlul Saeed Al-khayyt
author_sort Saad Zaghlul Saeed Al-khayyt
title Creating Through Points in Linear Function with Parabolic Blends Path by Optimization Method
title_short Creating Through Points in Linear Function with Parabolic Blends Path by Optimization Method
title_full Creating Through Points in Linear Function with Parabolic Blends Path by Optimization Method
title_fullStr Creating Through Points in Linear Function with Parabolic Blends Path by Optimization Method
title_full_unstemmed Creating Through Points in Linear Function with Parabolic Blends Path by Optimization Method
title_sort creating through points in linear function with parabolic blends path by optimization method
publisher Al-Khwarizmi College of Engineering – University of Baghdad
publishDate 2018
url https://doaj.org/article/57fec59a179946ea8cb48f3a961fb0f0
work_keys_str_mv AT saadzaghlulsaeedalkhayyt creatingthroughpointsinlinearfunctionwithparabolicblendspathbyoptimizationmethod
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