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Simulation and experimental analysis of indoor localization systems

Indoor localization systems, especially its accuracy, have become a major topic in recent research. Moreover, location-based services have been used in many mobile applications and wireless sensor networks. High accuracy and fast convergence are crucial requirements for a good localization system. H...

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Main Authors: Alhammadi, Abdulraqeb Shaif Ahmed, Hashim, Fazirulhisyam, A. Rasid, Mohd Fadlee, Alraih, Saddam, Aquhali, Abdullah
Format: Conference or Workshop Item
Language:English
Published: IEEE 2019
Online Access:http://psasir.upm.edu.my/id/eprint/78072/1/Simulation%20and%20experimental%20analysis%20of%20indoor%20localization%20systems.pdf
http://psasir.upm.edu.my/id/eprint/78072/
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spelling my.upm.eprints.780722020-06-02T03:10:13Z http://psasir.upm.edu.my/id/eprint/78072/ Simulation and experimental analysis of indoor localization systems Alhammadi, Abdulraqeb Shaif Ahmed Hashim, Fazirulhisyam A. Rasid, Mohd Fadlee Alraih, Saddam Aquhali, Abdullah Indoor localization systems, especially its accuracy, have become a major topic in recent research. Moreover, location-based services have been used in many mobile applications and wireless sensor networks. High accuracy and fast convergence are crucial requirements for a good localization system. However, the type of obtained received signal strength (RSS) data is vital to obtain high accuracy. In this paper, we perform a simulation and an experimental analysis for an indoor localization system. Moreover, 2D and 3D localization models are considered to investigate the localization error. The simulation is developed to provide an accurate RSS compared with an experimental testbed by considering the multiwall path loss model. Results demonstrate that the simulated RSS data are consistent with the experimental RSS data; that is, the simulated data almost have same distribution form as the experimental data. Therefore, the simulation can be used to develop high-accuracy localization systems. IEEE 2019 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/78072/1/Simulation%20and%20experimental%20analysis%20of%20indoor%20localization%20systems.pdf Alhammadi, Abdulraqeb Shaif Ahmed and Hashim, Fazirulhisyam and A. Rasid, Mohd Fadlee and Alraih, Saddam and Aquhali, Abdullah (2019) Simulation and experimental analysis of indoor localization systems. In: 2nd International Seminar on Research of Information Technology and Intelligent Systems (ISRITI 2019), 5-6 Dec. 2019, Yogyakarta, Indonesia. (pp. 233-237). 10.1109/ISRITI48646.2019.9034574
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description Indoor localization systems, especially its accuracy, have become a major topic in recent research. Moreover, location-based services have been used in many mobile applications and wireless sensor networks. High accuracy and fast convergence are crucial requirements for a good localization system. However, the type of obtained received signal strength (RSS) data is vital to obtain high accuracy. In this paper, we perform a simulation and an experimental analysis for an indoor localization system. Moreover, 2D and 3D localization models are considered to investigate the localization error. The simulation is developed to provide an accurate RSS compared with an experimental testbed by considering the multiwall path loss model. Results demonstrate that the simulated RSS data are consistent with the experimental RSS data; that is, the simulated data almost have same distribution form as the experimental data. Therefore, the simulation can be used to develop high-accuracy localization systems.
format Conference or Workshop Item
author Alhammadi, Abdulraqeb Shaif Ahmed
Hashim, Fazirulhisyam
A. Rasid, Mohd Fadlee
Alraih, Saddam
Aquhali, Abdullah
spellingShingle Alhammadi, Abdulraqeb Shaif Ahmed
Hashim, Fazirulhisyam
A. Rasid, Mohd Fadlee
Alraih, Saddam
Aquhali, Abdullah
Simulation and experimental analysis of indoor localization systems
author_facet Alhammadi, Abdulraqeb Shaif Ahmed
Hashim, Fazirulhisyam
A. Rasid, Mohd Fadlee
Alraih, Saddam
Aquhali, Abdullah
author_sort Alhammadi, Abdulraqeb Shaif Ahmed
title Simulation and experimental analysis of indoor localization systems
title_short Simulation and experimental analysis of indoor localization systems
title_full Simulation and experimental analysis of indoor localization systems
title_fullStr Simulation and experimental analysis of indoor localization systems
title_full_unstemmed Simulation and experimental analysis of indoor localization systems
title_sort simulation and experimental analysis of indoor localization systems
publisher IEEE
publishDate 2019
url http://psasir.upm.edu.my/id/eprint/78072/1/Simulation%20and%20experimental%20analysis%20of%20indoor%20localization%20systems.pdf
http://psasir.upm.edu.my/id/eprint/78072/
_version_ 1669008853530836992
score 13.211869

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