Design and implementation of a real time locating system utilizing Wi-Fi signals from iPhones

Real time locating system (RTLS) becomes increasingly popular due to its wide application and fast growth as indicated by the number of mobile devices. Instead of the conventional received signal strength indication (RSSI) fingerprinting method that performs wireless localization by collecting the r...

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Main Authors: Bharanidharan, Muthusubramanian, Li, Xue Jun, Jin, Yunye, Pathmasuntharam, Jaya Shankar, Xiao, Gaoxi
Other Authors: School of Electrical and Electronic Engineering
Format: Conference or Workshop Item
Language:English
Published: 2013
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Online Access:https://hdl.handle.net/10356/102002
http://hdl.handle.net/10220/16347
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1020022020-03-07T13:24:51Z Design and implementation of a real time locating system utilizing Wi-Fi signals from iPhones Bharanidharan, Muthusubramanian Li, Xue Jun Jin, Yunye Pathmasuntharam, Jaya Shankar Xiao, Gaoxi School of Electrical and Electronic Engineering IEEE International Conference on Networks (18th : 2012 : Singapore) DRNTU::Engineering::Electrical and electronic engineering Real time locating system (RTLS) becomes increasingly popular due to its wide application and fast growth as indicated by the number of mobile devices. Instead of the conventional received signal strength indication (RSSI) fingerprinting method that performs wireless localization by collecting the received signal strength (RSS) for beacons from Wi-Fi access points (APs), in this paper we studied and implemented an alternative approach of utilizing APs in monitoring mode to collect the RSSIs for Wi-Fi signals from a mobile device. We focused on two parameters, location of the mobile users with the RSSI of the incoming packets to Wi-Fi networks, to a RTLS in indoor environment. Wi-Fi networks are chosen due to their well-known features like cost effectiveness and existing infrastructure in all domains as in industries, hospitals and various educations institutions. We implemented the packet capture library, through which we obtained the received signal strength value of the incoming packets sent from the mobile station at the wireless access points. By applying a localization algorithm similar to the well-know k-nearest neighbor (kNN), we have calculated the location coordinates of the user. Experimental results show that this approach can achieve better localization accuracy than the conventional approach. 2013-10-10T03:14:36Z 2019-12-06T20:48:13Z 2013-10-10T03:14:36Z 2019-12-06T20:48:13Z 2012 2012 Conference Paper Bharanidharan, M., Li, X. J., Jin, Y., Pathmasuntharam, J. S., & Xiao, G. (2012). Design and implementation of a real time locating system utilizing Wi-Fi signals from iPhones. 2012 18th IEEE International Conference on Networks (ICON), pp.299-303. https://hdl.handle.net/10356/102002 http://hdl.handle.net/10220/16347 10.1109/ICON.2012.6506573 en
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Bharanidharan, Muthusubramanian
Li, Xue Jun
Jin, Yunye
Pathmasuntharam, Jaya Shankar
Xiao, Gaoxi
Design and implementation of a real time locating system utilizing Wi-Fi signals from iPhones
description Real time locating system (RTLS) becomes increasingly popular due to its wide application and fast growth as indicated by the number of mobile devices. Instead of the conventional received signal strength indication (RSSI) fingerprinting method that performs wireless localization by collecting the received signal strength (RSS) for beacons from Wi-Fi access points (APs), in this paper we studied and implemented an alternative approach of utilizing APs in monitoring mode to collect the RSSIs for Wi-Fi signals from a mobile device. We focused on two parameters, location of the mobile users with the RSSI of the incoming packets to Wi-Fi networks, to a RTLS in indoor environment. Wi-Fi networks are chosen due to their well-known features like cost effectiveness and existing infrastructure in all domains as in industries, hospitals and various educations institutions. We implemented the packet capture library, through which we obtained the received signal strength value of the incoming packets sent from the mobile station at the wireless access points. By applying a localization algorithm similar to the well-know k-nearest neighbor (kNN), we have calculated the location coordinates of the user. Experimental results show that this approach can achieve better localization accuracy than the conventional approach.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Bharanidharan, Muthusubramanian
Li, Xue Jun
Jin, Yunye
Pathmasuntharam, Jaya Shankar
Xiao, Gaoxi
format Conference or Workshop Item
author Bharanidharan, Muthusubramanian
Li, Xue Jun
Jin, Yunye
Pathmasuntharam, Jaya Shankar
Xiao, Gaoxi
author_sort Bharanidharan, Muthusubramanian
title Design and implementation of a real time locating system utilizing Wi-Fi signals from iPhones
title_short Design and implementation of a real time locating system utilizing Wi-Fi signals from iPhones
title_full Design and implementation of a real time locating system utilizing Wi-Fi signals from iPhones
title_fullStr Design and implementation of a real time locating system utilizing Wi-Fi signals from iPhones
title_full_unstemmed Design and implementation of a real time locating system utilizing Wi-Fi signals from iPhones
title_sort design and implementation of a real time locating system utilizing wi-fi signals from iphones
publishDate 2013
url https://hdl.handle.net/10356/102002
http://hdl.handle.net/10220/16347
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