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A survey of indoor localization systems and technologies
File | Description | Size | Format | |
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Indoor Localization Survey-2019-03.pdf | Accepted version | 7.39 MB | Adobe PDF | View/Open |
Title: | A survey of indoor localization systems and technologies |
Authors: | Zafari, F Gkelias, A Leung, KK |
Item Type: | Journal Article |
Abstract: | Indoor localization has recently witnessed an increase in interest, due to the potential wide range of services it can provide by leveraging Internet of Things (IoT), and ubiquitous connectivity. Different techniques, wireless technologies and mechanisms have been proposed in the literature to provide indoor localization services in order to improve the services provided to the users. However, there is a lack of an up-to-date survey paper that incorporates some of the recently proposed accurate and reliable localization systems. In this paper, we aim to provide a detailed survey of different indoor localization techniques such as Angle of Arrival (AoA), Time of Flight (ToF), Return Time of Flight (RTOF), and Received Signal Strength (RSS); based on technologies such as WiFi, Radio Frequency Identification Device (RFID), Ultra Wideband (UWB), Bluetooth and systems that have been proposed in the literature. The paper primarily discusses localization and positioning of human users and their devices. We highlight the strengths of the existing systems proposed in the literature. In contrast with the existing surveys, we also evaluate different systems from the perspective of energy efficiency, availability, cost, reception range, latency, scalability and tracking accuracy. Rather than comparing the technologies or techniques, we compare the localization systems and summarize their working principle. We also discuss remaining challenges to accurate indoor localization. |
Issue Date: | 16-Apr-2019 |
Date of Acceptance: | 28-Mar-2019 |
URI: | http://hdl.handle.net/10044/1/69224 |
DOI: | https://doi.org/10.1109/comst.2019.2911558 |
ISSN: | 1553-877X |
Publisher: | Institute of Electrical and Electronics Engineers |
Start Page: | 2568 |
End Page: | 2599 |
Journal / Book Title: | Communications Surveys and Tutorials |
Volume: | 21 |
Issue: | 3 |
Copyright Statement: | © 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. See http://www.ieee.org/publications_standards/publications/rights/index.html for more information. |
Keywords: | Science & Technology Technology Computer Science, Information Systems Telecommunications Computer Science Indoor localization location based services Internet of Things WIRELESS SENSOR NETWORKS POSITIONING SYSTEMS FINGERPRINTING LOCALIZATION PARTICLE FILTERS LOCATION INTERNET TRACKING THINGS NAVIGATION TOA cs.NI cs.NI 0805 Distributed Computing 0906 Electrical and Electronic Engineering 1005 Communications Technologies |
Publication Status: | Published online |
Online Publication Date: | 2019-04-16 |
Appears in Collections: | Computing Electrical and Electronic Engineering Faculty of Engineering |