RFID based indoor navigation with obstacle detection based on A* algorithm for the visually impaired

The visually impaired individual may use a cane, guide dog or ask for assistance from a person. This study implemented the RFID technology which consists of a low-cost RFID reader and passive RFID tag cards. The passive RFID tag cards served as checkpoints for the visually impaired. The visually imp...

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Main Authors: Sanchez, Jayron Lester, Yumang, Analyn N., Caluyo, Felicito S.
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Published: Animo Repository 2015
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Online Access:https://animorepository.dlsu.edu.ph/faculty_research/12980
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Institution: De La Salle University
id oai:animorepository.dlsu.edu.ph:faculty_research-14808
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spelling oai:animorepository.dlsu.edu.ph:faculty_research-148082024-08-01T02:47:50Z RFID based indoor navigation with obstacle detection based on A* algorithm for the visually impaired Sanchez, Jayron Lester Yumang, Analyn N. Caluyo, Felicito S. The visually impaired individual may use a cane, guide dog or ask for assistance from a person. This study implemented the RFID technology which consists of a low-cost RFID reader and passive RFID tag cards. The passive RFID tag cards served as checkpoints for the visually impaired. The visually impaired was guided through audio output from the system while traversing the path. The study implemented an ultrasonic sensor in detecting static obstacles. The system generated an alternate path based on A* algorithm to avoid the obstacles. Alternate paths were also generated in case the visually impaired traversed outside the intended path to the destination. A* algorithm generated the shortest path to the destination by calculating total cost of movement. The algorithm then selected the smallest movement cost as a successor to the current tag card. Several trials were conducted to determine the effect of obstacles in the time traversal of the visually impaired. Dependent-sample t-test was applied for the statistical analysis of the study. Based on the analysis, the obstacles along the path generated delays while requesting for the alternate path because of the delay in transmission from the laptop to the device via ZigBee modules. 2015-11-01T07:00:00Z text https://animorepository.dlsu.edu.ph/faculty_research/12980 Faculty Research Work Animo Repository Algorithms Radio frequency identification systems People with visual disabilities Computer Engineering Theory and Algorithms
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
topic Algorithms
Radio frequency identification systems
People with visual disabilities
Computer Engineering
Theory and Algorithms
spellingShingle Algorithms
Radio frequency identification systems
People with visual disabilities
Computer Engineering
Theory and Algorithms
Sanchez, Jayron Lester
Yumang, Analyn N.
Caluyo, Felicito S.
RFID based indoor navigation with obstacle detection based on A* algorithm for the visually impaired
description The visually impaired individual may use a cane, guide dog or ask for assistance from a person. This study implemented the RFID technology which consists of a low-cost RFID reader and passive RFID tag cards. The passive RFID tag cards served as checkpoints for the visually impaired. The visually impaired was guided through audio output from the system while traversing the path. The study implemented an ultrasonic sensor in detecting static obstacles. The system generated an alternate path based on A* algorithm to avoid the obstacles. Alternate paths were also generated in case the visually impaired traversed outside the intended path to the destination. A* algorithm generated the shortest path to the destination by calculating total cost of movement. The algorithm then selected the smallest movement cost as a successor to the current tag card. Several trials were conducted to determine the effect of obstacles in the time traversal of the visually impaired. Dependent-sample t-test was applied for the statistical analysis of the study. Based on the analysis, the obstacles along the path generated delays while requesting for the alternate path because of the delay in transmission from the laptop to the device via ZigBee modules.
format text
author Sanchez, Jayron Lester
Yumang, Analyn N.
Caluyo, Felicito S.
author_facet Sanchez, Jayron Lester
Yumang, Analyn N.
Caluyo, Felicito S.
author_sort Sanchez, Jayron Lester
title RFID based indoor navigation with obstacle detection based on A* algorithm for the visually impaired
title_short RFID based indoor navigation with obstacle detection based on A* algorithm for the visually impaired
title_full RFID based indoor navigation with obstacle detection based on A* algorithm for the visually impaired
title_fullStr RFID based indoor navigation with obstacle detection based on A* algorithm for the visually impaired
title_full_unstemmed RFID based indoor navigation with obstacle detection based on A* algorithm for the visually impaired
title_sort rfid based indoor navigation with obstacle detection based on a* algorithm for the visually impaired
publisher Animo Repository
publishDate 2015
url https://animorepository.dlsu.edu.ph/faculty_research/12980
_version_ 1808616975724707840