Lighthouse: Accurate 802.11 Localization using Directional Beacon Fingerprinting

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Title: Lighthouse: Accurate 802.11 Localization using Directional Beacon Fingerprinting
Authors: Siddig, AbubakrMakki, AhmedBleakley, Chris J.
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Date: 24-Jun-2015
Online since: 2015-09-15T09:50:31Z
Abstract: In this paper, we propose a novel method for indoor location estimation using an unmodified mobile device (MD) in an IEEE 802.11 wireless local area network. In this method, Directional Beaconing is combined with Fingerprinting whereby the WiFi access points (APs) transmit a narrow beamwidth signal switching between a small number of fixed directions of emission (DOEs) and the MD records the received signal strength indicator (RSSI) for all in-range APs and all DOEs. These observations give a DOE-RSSI signatures at the MD for each AP. The location of the MD is determined using a K-Nearest Neighbor algorithm which finds the best matching DOE-RSSI signature in a pre-stored map. The method improves on previous omnidirectional fingerprinting methods by increasing the number of RSSI maps available per AP. A testbed network was deployed in an office building and its performance was evaluated. The results show a reduction in mean location error from 2.87 m to 1.64 m (43% improvement) for the proposed method compared with conventional omnidirectional RSSI fingerprinting, when using 3 APs in a positioning space of 12 m by 13.5 m.
Funding Details: Science Foundation Ireland
Type of material: Conference Publication
Publisher: IEEE
Copyright (published version): 2015 IEEE
Keywords: Indoor localizationWLANIEEE802.11WiFiPositioningDirection of emissionLocation estimation
DOI: 10.1109/ICL-GNSS.2015.7217151
Language: en
Status of Item: Not peer reviewed
Is part of: International Conference on Localization and GNSS (ICL-GNSS), 2015
Conference Details: International Conference on Localization and GNSS, Gothenburg, Sweden, 22 - 24 June, 2015
Appears in Collections:Computer Science Research Collection

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