Improving the accuracy of indoor user location using IEEE 802.11 signals

Improving the accuracy of indoor user location using IEEE 802.11 signals

The best candidate to determine a user location in indoor environment is by using IEEE 802.11 (Wi-Fi) signals, since it is more and more widely available and installed on most mobile devices used by users. Unfortunately, the signal strength, signals quality and noise of Wi-Fi, in worst scenario, fl...

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Bibliographic Details
Main Authors: Mantoro, Teddy, Ayu, Media Anugerah
Format: Conference or Workshop Item
Language:English
Published: 2010
Subjects:
T Technology (General)
T58.5 Information technology
Online Access:http://irep.iium.edu.my/2940/
http://irep.iium.edu.my/2940/
http://irep.iium.edu.my/2940/
http://irep.iium.edu.my/2940/1/accuracy_05686119.pdf
id iium-2940
recordtype eprints
spelling iium-29402012-02-22T06:34:53Z http://irep.iium.edu.my/2940/ Improving the accuracy of indoor user location using IEEE 802.11 signals Mantoro, Teddy Ayu, Media Anugerah T Technology (General) T58.5 Information technology The best candidate to determine a user location in indoor environment is by using IEEE 802.11 (Wi-Fi) signals, since it is more and more widely available and installed on most mobile devices used by users. Unfortunately, the signal strength, signals quality and noise of Wi-Fi, in worst scenario, fluctuate up to 33% because of the reflection, refraction, temperature, humidity, the dynamic environment, etc. This makes problems in determining a user location indoor. This study presents our current development on a light-weight algorithm, which is designed to be easy, simple but robust in producing the determination of user location. We study user location accuracy and the error levels to verify the mislead determination of the user location and improve the accuracy of the user location based on multiple observers" ηk- Nearest Neighbor. 2010 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/2940/1/accuracy_05686119.pdf Mantoro, Teddy and Ayu, Media Anugerah (2010) Improving the accuracy of indoor user location using IEEE 802.11 signals. In: 2010 IEEE Region 10 Conference, TENCON 2010, 21 - 24 Nov 2010, Fukuoka, Japan. http://dx.doi.org/10.1109/TENCON.2010.5686119 doi:10.1109/TENCON.2010.5686119
repository_type Digital Repository
institution_category Local University
institution International Islamic University Malaysia
building IIUM Repository
collection Online Access
language English
topic T Technology (General)
T58.5 Information technology
spellingShingle T Technology (General)
T58.5 Information technology
Mantoro, Teddy
Ayu, Media Anugerah
Improving the accuracy of indoor user location using IEEE 802.11 signals
description The best candidate to determine a user location in indoor environment is by using IEEE 802.11 (Wi-Fi) signals, since it is more and more widely available and installed on most mobile devices used by users. Unfortunately, the signal strength, signals quality and noise of Wi-Fi, in worst scenario, fluctuate up to 33% because of the reflection, refraction, temperature, humidity, the dynamic environment, etc. This makes problems in determining a user location indoor. This study presents our current development on a light-weight algorithm, which is designed to be easy, simple but robust in producing the determination of user location. We study user location accuracy and the error levels to verify the mislead determination of the user location and improve the accuracy of the user location based on multiple observers" ηk- Nearest Neighbor.
format Conference or Workshop Item
author Mantoro, Teddy
Ayu, Media Anugerah
author_facet Mantoro, Teddy
Ayu, Media Anugerah
author_sort Mantoro, Teddy
title Improving the accuracy of indoor user location using IEEE 802.11 signals
title_short Improving the accuracy of indoor user location using IEEE 802.11 signals
title_full Improving the accuracy of indoor user location using IEEE 802.11 signals
title_fullStr Improving the accuracy of indoor user location using IEEE 802.11 signals
title_full_unstemmed Improving the accuracy of indoor user location using IEEE 802.11 signals
title_sort improving the accuracy of indoor user location using ieee 802.11 signals
publishDate 2010
url http://irep.iium.edu.my/2940/
http://irep.iium.edu.my/2940/
http://irep.iium.edu.my/2940/
http://irep.iium.edu.my/2940/1/accuracy_05686119.pdf
first_indexed 2023-09-18T20:10:38Z
last_indexed 2023-09-18T20:10:38Z
_version_ 1777407453497917440

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