Wi-Fi fingerprinting for indoor positioning
Wireless Fidelity (Wi-Fi) fingerprinting is a remarkable approach developed by modern science to detect the user’s location efficiently. Today, the Global Positioning System (GPS) is used to keep track of our current location for outdoor positioning. In GPS technology, satellite signals cannot reach...
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Online Access: | http://eprints.utm.my/104677/1/KamiliaKamardin2022_WiFiFingerprintingforIndoorPositioning.pdf http://eprints.utm.my/104677/ http://dx.doi.org/10.30880/ijie.2022.14.06.020 |
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my.utm.1046772024-02-25T02:43:36Z http://eprints.utm.my/104677/ Wi-Fi fingerprinting for indoor positioning Ali, Md. Hossen Kamardin, Kamilia Maidin, Siti Nurhafizza Ngu, War Hlaing Mad Kaidi, Hazilah Ahmed, Irfanuddin Shafi Taj, Noureen T Technology (General) Wireless Fidelity (Wi-Fi) fingerprinting is a remarkable approach developed by modern science to detect the user’s location efficiently. Today, the Global Positioning System (GPS) is used to keep track of our current location for outdoor positioning. In GPS technology, satellite signals cannot reach indoor environments as they are shielded from obstructions so that indoor environments with a lack of Line of Sight (LoS) do not provide enough satellite signal accuracy. Since indoor environments are very difficult to track, thus, a wide variety of techniques for dealing with them have been suggested. The best way to offer an indoor positioning service with the current technology is Wi-Fi since most commercial infrastructure is well equipped with Wi-Fi routers. The use of Wi-Fi fingerprinting techniques is becoming more common in the field of indoor positioning systems (IPS). For the purpose of indoor location localization, each method for obtaining a Wi-Fi fingerprint has been analyzed and discussed in this work. In this study, the majority of the algorithms that are associated with Wi-Fi fingerprinting have been interpreted, and the earlier works of other researchers have been critically evaluated, in order to get a more in-depth understanding of how the Wi-Fi fingerprinting process works. UTHM Publisher 2022 Article PeerReviewed application/pdf en http://eprints.utm.my/104677/1/KamiliaKamardin2022_WiFiFingerprintingforIndoorPositioning.pdf Ali, Md. Hossen and Kamardin, Kamilia and Maidin, Siti Nurhafizza and Ngu, War Hlaing and Mad Kaidi, Hazilah and Ahmed, Irfanuddin Shafi and Taj, Noureen (2022) Wi-Fi fingerprinting for indoor positioning. International Journal of Integrated Engineering, 14 (6). pp. 223-238. ISSN 2229-838X http://dx.doi.org/10.30880/ijie.2022.14.06.020 DOI : 10.30880/ijie.2022.14.06.020 |
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T Technology (General) Ali, Md. Hossen Kamardin, Kamilia Maidin, Siti Nurhafizza Ngu, War Hlaing Mad Kaidi, Hazilah Ahmed, Irfanuddin Shafi Taj, Noureen Wi-Fi fingerprinting for indoor positioning |
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Wireless Fidelity (Wi-Fi) fingerprinting is a remarkable approach developed by modern science to detect the user’s location efficiently. Today, the Global Positioning System (GPS) is used to keep track of our current location for outdoor positioning. In GPS technology, satellite signals cannot reach indoor environments as they are shielded from obstructions so that indoor environments with a lack of Line of Sight (LoS) do not provide enough satellite signal accuracy. Since indoor environments are very difficult to track, thus, a wide variety of techniques for dealing with them have been suggested. The best way to offer an indoor positioning service with the current technology is Wi-Fi since most commercial infrastructure is well equipped with Wi-Fi routers. The use of Wi-Fi fingerprinting techniques is becoming more common in the field of indoor positioning systems (IPS). For the purpose of indoor location localization, each method for obtaining a Wi-Fi fingerprint has been analyzed and discussed in this work. In this study, the majority of the algorithms that are associated with Wi-Fi fingerprinting have been interpreted, and the earlier works of other researchers have been critically evaluated, in order to get a more in-depth understanding of how the Wi-Fi fingerprinting process works. |
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Article |
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Ali, Md. Hossen Kamardin, Kamilia Maidin, Siti Nurhafizza Ngu, War Hlaing Mad Kaidi, Hazilah Ahmed, Irfanuddin Shafi Taj, Noureen |
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Ali, Md. Hossen Kamardin, Kamilia Maidin, Siti Nurhafizza Ngu, War Hlaing Mad Kaidi, Hazilah Ahmed, Irfanuddin Shafi Taj, Noureen |
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Ali, Md. Hossen |
title |
Wi-Fi fingerprinting for indoor positioning |
title_short |
Wi-Fi fingerprinting for indoor positioning |
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Wi-Fi fingerprinting for indoor positioning |
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Wi-Fi fingerprinting for indoor positioning |
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Wi-Fi fingerprinting for indoor positioning |
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wi-fi fingerprinting for indoor positioning |
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2022 |
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http://eprints.utm.my/104677/1/KamiliaKamardin2022_WiFiFingerprintingforIndoorPositioning.pdf http://eprints.utm.my/104677/ http://dx.doi.org/10.30880/ijie.2022.14.06.020 |
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