Location Fixing and Fingerprint Matching Fingerprint Map Construction for Indoor Localization
Joint Authors
Alakhras, Marwan
Hussein, Mousa
Oussalah, Mourad
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-01-17
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
Building the fingerprint map for indoor localization problems is a labour-intensive and time-consuming process.
However, due to its direct influence on the location estimation accuracy, finding a proper mechanism to construct the fingerprint map is essential to enhance the position estimation accuracy.
Therefore, in this work, we present a fingerprint map construction technique based on location fix determination and fingerprint matching motivated by the availability of advanced sensing capabilities in smartphones to reduce the time and labour cost required for the site survey.
The proposed Location Fixing and Finger Matching (LFFM) method use a landmark graph-based localization approach to automatically estimate the location fixes for the Reference Points and matching the collected fingerprints, without requiring active user participation.
Experimental results show that the proposed LFFM is faster than the manual fingerprint map construction method and remarkably improves the positioning accuracy.
American Psychological Association (APA)
Alakhras, Marwan& Hussein, Mousa& Oussalah, Mourad. 2020. Location Fixing and Fingerprint Matching Fingerprint Map Construction for Indoor Localization. Journal of Sensors،Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1190533
Modern Language Association (MLA)
Alakhras, Marwan…[et al.]. Location Fixing and Fingerprint Matching Fingerprint Map Construction for Indoor Localization. Journal of Sensors No. 2020 (2020), pp.1-14.
https://search.emarefa.net/detail/BIM-1190533
American Medical Association (AMA)
Alakhras, Marwan& Hussein, Mousa& Oussalah, Mourad. Location Fixing and Fingerprint Matching Fingerprint Map Construction for Indoor Localization. Journal of Sensors. 2020. Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1190533
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1190533