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Investigation of vibration’s effect on driver in optimal motion cueing algorithm

The increased sensation error between the surroundings and the driver is a major problem in driving simulators, resulting in unrealistic motion cues. Intelligent control schemes have to be developed to provide realistic motion cues to the driver. The driver’s body model incorporates the effects of v...

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Autores principales: Ahmad, Hazoor, Tariq, Muhammad, Yasin, Awais, Razzaq, Sohail, Chaudhry, Muhammad Ahmad, Shaikh, Inam Ul Hasan, Ali, Ahsan, Qaisar, Saeed Mian, Iqbal, Jamshed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10688641/
https://www.ncbi.nlm.nih.gov/pubmed/38032929
http://dx.doi.org/10.1371/journal.pone.0290705
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author Ahmad, Hazoor
Tariq, Muhammad
Yasin, Awais
Razzaq, Sohail
Chaudhry, Muhammad Ahmad
Shaikh, Inam Ul Hasan
Ali, Ahsan
Qaisar, Saeed Mian
Iqbal, Jamshed
author_facet Ahmad, Hazoor
Tariq, Muhammad
Yasin, Awais
Razzaq, Sohail
Chaudhry, Muhammad Ahmad
Shaikh, Inam Ul Hasan
Ali, Ahsan
Qaisar, Saeed Mian
Iqbal, Jamshed
author_sort Ahmad, Hazoor
collection PubMed
description The increased sensation error between the surroundings and the driver is a major problem in driving simulators, resulting in unrealistic motion cues. Intelligent control schemes have to be developed to provide realistic motion cues to the driver. The driver’s body model incorporates the effects of vibrations on the driver’s health, comfort, perception, and motion sickness, and most of the current research on motion cueing has not considered these factors. This article proposes a novel optimal motion cueing algorithm that utilizes the driver’s body model in conjunction with the driver’s perception model to minimize the sensation error. Moreover, this article employs H∞ control in place of the linear quadratic regulator to optimize the quadratic cost function of sensation error. As compared to state of the art, we achieve decreased sensation error in terms of small root-mean-square difference (70%, 61%, and 84% decrease in case of longitudinal acceleration, lateral acceleration, and yaw velocity, respectively) and improved coefficient of cross-correlation (3% and 1% increase in case of longitudinal and lateral acceleration, respectively).
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spelling pubmed-106886412023-12-01 Investigation of vibration’s effect on driver in optimal motion cueing algorithm Ahmad, Hazoor Tariq, Muhammad Yasin, Awais Razzaq, Sohail Chaudhry, Muhammad Ahmad Shaikh, Inam Ul Hasan Ali, Ahsan Qaisar, Saeed Mian Iqbal, Jamshed PLoS One Research Article The increased sensation error between the surroundings and the driver is a major problem in driving simulators, resulting in unrealistic motion cues. Intelligent control schemes have to be developed to provide realistic motion cues to the driver. The driver’s body model incorporates the effects of vibrations on the driver’s health, comfort, perception, and motion sickness, and most of the current research on motion cueing has not considered these factors. This article proposes a novel optimal motion cueing algorithm that utilizes the driver’s body model in conjunction with the driver’s perception model to minimize the sensation error. Moreover, this article employs H∞ control in place of the linear quadratic regulator to optimize the quadratic cost function of sensation error. As compared to state of the art, we achieve decreased sensation error in terms of small root-mean-square difference (70%, 61%, and 84% decrease in case of longitudinal acceleration, lateral acceleration, and yaw velocity, respectively) and improved coefficient of cross-correlation (3% and 1% increase in case of longitudinal and lateral acceleration, respectively). Public Library of Science 2023-11-30 /pmc/articles/PMC10688641/ /pubmed/38032929 http://dx.doi.org/10.1371/journal.pone.0290705 Text en © 2023 Ahmad et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ahmad, Hazoor
Tariq, Muhammad
Yasin, Awais
Razzaq, Sohail
Chaudhry, Muhammad Ahmad
Shaikh, Inam Ul Hasan
Ali, Ahsan
Qaisar, Saeed Mian
Iqbal, Jamshed
Investigation of vibration’s effect on driver in optimal motion cueing algorithm
title Investigation of vibration’s effect on driver in optimal motion cueing algorithm
title_full Investigation of vibration’s effect on driver in optimal motion cueing algorithm
title_fullStr Investigation of vibration’s effect on driver in optimal motion cueing algorithm
title_full_unstemmed Investigation of vibration’s effect on driver in optimal motion cueing algorithm
title_short Investigation of vibration’s effect on driver in optimal motion cueing algorithm
title_sort investigation of vibration’s effect on driver in optimal motion cueing algorithm
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10688641/
https://www.ncbi.nlm.nih.gov/pubmed/38032929
http://dx.doi.org/10.1371/journal.pone.0290705
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