Mobile indoor positioning using wi-fi localization and image processing

At present, there has been an increased interest in indoor positioning systems that propelled researchers to come up with various solutions. A number of these research either use Wi-fi Localization or image processing; each having problems with either accuracy or speed. In this paper, we propose a f...

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Main Authors: Chua Ching, Jeleen Bianca P., Domingo, Carolyn C., Iglesia, Kyla O., Ngo, Courtney Anne M., Chua, Nellie
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Published: Animo Repository 2012
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Online Access:https://animorepository.dlsu.edu.ph/faculty_research/8416
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Institution: De La Salle University
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spelling oai:animorepository.dlsu.edu.ph:faculty_research-94592023-02-22T00:35:52Z Mobile indoor positioning using wi-fi localization and image processing Chua Ching, Jeleen Bianca P. Domingo, Carolyn C. Iglesia, Kyla O. Ngo, Courtney Anne M. Chua, Nellie At present, there has been an increased interest in indoor positioning systems that propelled researchers to come up with various solutions. A number of these research either use Wi-fi Localization or image processing; each having problems with either accuracy or speed. In this paper, we propose a framework which will use both Wi-fi Localization and image processing to address this problem. The framework used Wi-fi Localization to calculate the estimated position of the user then refine the accuracy through image processing. The designed framework was able to surpass the performance of Wi-fi Localization algorithms in accuracy, and image processing in speed. Different techniques were also applied that improved accuracy and made the system calculate for the location faster. 2012-01-01T08:00:00Z text https://animorepository.dlsu.edu.ph/faculty_research/8416 Faculty Research Work Animo Repository Indoor positioning systems (Wireless localization) Mobile geographic information systems Image processing Computer Sciences
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 Indoor positioning systems (Wireless localization)
Mobile geographic information systems
Image processing
Computer Sciences
spellingShingle Indoor positioning systems (Wireless localization)
Mobile geographic information systems
Image processing
Computer Sciences
Chua Ching, Jeleen Bianca P.
Domingo, Carolyn C.
Iglesia, Kyla O.
Ngo, Courtney Anne M.
Chua, Nellie
Mobile indoor positioning using wi-fi localization and image processing
description At present, there has been an increased interest in indoor positioning systems that propelled researchers to come up with various solutions. A number of these research either use Wi-fi Localization or image processing; each having problems with either accuracy or speed. In this paper, we propose a framework which will use both Wi-fi Localization and image processing to address this problem. The framework used Wi-fi Localization to calculate the estimated position of the user then refine the accuracy through image processing. The designed framework was able to surpass the performance of Wi-fi Localization algorithms in accuracy, and image processing in speed. Different techniques were also applied that improved accuracy and made the system calculate for the location faster.
format text
author Chua Ching, Jeleen Bianca P.
Domingo, Carolyn C.
Iglesia, Kyla O.
Ngo, Courtney Anne M.
Chua, Nellie
author_facet Chua Ching, Jeleen Bianca P.
Domingo, Carolyn C.
Iglesia, Kyla O.
Ngo, Courtney Anne M.
Chua, Nellie
author_sort Chua Ching, Jeleen Bianca P.
title Mobile indoor positioning using wi-fi localization and image processing
title_short Mobile indoor positioning using wi-fi localization and image processing
title_full Mobile indoor positioning using wi-fi localization and image processing
title_fullStr Mobile indoor positioning using wi-fi localization and image processing
title_full_unstemmed Mobile indoor positioning using wi-fi localization and image processing
title_sort mobile indoor positioning using wi-fi localization and image processing
publisher Animo Repository
publishDate 2012
url https://animorepository.dlsu.edu.ph/faculty_research/8416
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