Cargando…

Audio Guide for Visually Impaired People Based on Combination of Stereo Vision and Musical Tones

Indoor navigation systems offer many application possibilities for people who need information about the scenery and the possible fixed and mobile obstacles placed along the paths. In these systems, the main factors considered for their construction and evaluation are the level of accuracy and the d...

Descripción completa

Detalles Bibliográficos
Autores principales: Simões, Walter C. S. S., Silva, Yuri M. L. R., Pio, José Luiz de S., Jazdi, Nasser, F. de Lucena, Vicente
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6982926/
https://www.ncbi.nlm.nih.gov/pubmed/31881738
http://dx.doi.org/10.3390/s20010151
_version_ 1783491401507405824
author Simões, Walter C. S. S.
Silva, Yuri M. L. R.
Pio, José Luiz de S.
Jazdi, Nasser
F. de Lucena, Vicente
author_facet Simões, Walter C. S. S.
Silva, Yuri M. L. R.
Pio, José Luiz de S.
Jazdi, Nasser
F. de Lucena, Vicente
author_sort Simões, Walter C. S. S.
collection PubMed
description Indoor navigation systems offer many application possibilities for people who need information about the scenery and the possible fixed and mobile obstacles placed along the paths. In these systems, the main factors considered for their construction and evaluation are the level of accuracy and the delivery time of the information. However, it is necessary to notice obstacles placed above the user’s waistline to avoid accidents and collisions. In this paper, different methodologies are associated to define a hybrid navigation model called iterative pedestrian dead reckoning (i-PDR). i-PDR combines the PDR algorithm with a Kalman linear filter to correct the location, reducing the system’s margin of error iteratively. Obstacle perception was addressed through the use of stereo vision combined with a musical sounding scheme and spoken instructions that covered an angle of 120 degrees in front of the user. The results obtained in the margin of error and the maximum processing time are 0.70 m and 0.09 s, respectively, with obstacles at ground level and suspended with an accuracy equivalent to 90%.
format Online
Article
Text
id pubmed-6982926
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-69829262020-02-06 Audio Guide for Visually Impaired People Based on Combination of Stereo Vision and Musical Tones Simões, Walter C. S. S. Silva, Yuri M. L. R. Pio, José Luiz de S. Jazdi, Nasser F. de Lucena, Vicente Sensors (Basel) Article Indoor navigation systems offer many application possibilities for people who need information about the scenery and the possible fixed and mobile obstacles placed along the paths. In these systems, the main factors considered for their construction and evaluation are the level of accuracy and the delivery time of the information. However, it is necessary to notice obstacles placed above the user’s waistline to avoid accidents and collisions. In this paper, different methodologies are associated to define a hybrid navigation model called iterative pedestrian dead reckoning (i-PDR). i-PDR combines the PDR algorithm with a Kalman linear filter to correct the location, reducing the system’s margin of error iteratively. Obstacle perception was addressed through the use of stereo vision combined with a musical sounding scheme and spoken instructions that covered an angle of 120 degrees in front of the user. The results obtained in the margin of error and the maximum processing time are 0.70 m and 0.09 s, respectively, with obstacles at ground level and suspended with an accuracy equivalent to 90%. MDPI 2019-12-25 /pmc/articles/PMC6982926/ /pubmed/31881738 http://dx.doi.org/10.3390/s20010151 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Simões, Walter C. S. S.
Silva, Yuri M. L. R.
Pio, José Luiz de S.
Jazdi, Nasser
F. de Lucena, Vicente
Audio Guide for Visually Impaired People Based on Combination of Stereo Vision and Musical Tones
title Audio Guide for Visually Impaired People Based on Combination of Stereo Vision and Musical Tones
title_full Audio Guide for Visually Impaired People Based on Combination of Stereo Vision and Musical Tones
title_fullStr Audio Guide for Visually Impaired People Based on Combination of Stereo Vision and Musical Tones
title_full_unstemmed Audio Guide for Visually Impaired People Based on Combination of Stereo Vision and Musical Tones
title_short Audio Guide for Visually Impaired People Based on Combination of Stereo Vision and Musical Tones
title_sort audio guide for visually impaired people based on combination of stereo vision and musical tones
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6982926/
https://www.ncbi.nlm.nih.gov/pubmed/31881738
http://dx.doi.org/10.3390/s20010151
work_keys_str_mv AT simoeswaltercss audioguideforvisuallyimpairedpeoplebasedoncombinationofstereovisionandmusicaltones
AT silvayurimlr audioguideforvisuallyimpairedpeoplebasedoncombinationofstereovisionandmusicaltones
AT piojoseluizdes audioguideforvisuallyimpairedpeoplebasedoncombinationofstereovisionandmusicaltones
AT jazdinasser audioguideforvisuallyimpairedpeoplebasedoncombinationofstereovisionandmusicaltones
AT fdelucenavicente audioguideforvisuallyimpairedpeoplebasedoncombinationofstereovisionandmusicaltones