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...
| Main Authors: | , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2019
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| Online Access: | http://psasir.upm.edu.my/id/eprint/78072/ http://psasir.upm.edu.my/id/eprint/78072/1/Simulation%20and%20experimental%20analysis%20of%20indoor%20localization%20systems.pdf |
| _version_ | 1848858405335203840 |
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| author | Alhammadi, Abdulraqeb Shaif Ahmed Hashim, Fazirulhisyam A. Rasid, Mohd Fadlee Alraih, Saddam Aquhali, Abdullah |
| author_facet | Alhammadi, Abdulraqeb Shaif Ahmed Hashim, Fazirulhisyam A. Rasid, Mohd Fadlee Alraih, Saddam Aquhali, Abdullah |
| author_sort | Alhammadi, Abdulraqeb Shaif Ahmed |
| building | UPM Institutional Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-15T12:12:55Z |
| format | Conference or Workshop Item |
| id | upm-78072 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T12:12:55Z |
| publishDate | 2019 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-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 |
| spellingShingle | Alhammadi, Abdulraqeb Shaif Ahmed Hashim, Fazirulhisyam A. Rasid, Mohd Fadlee Alraih, Saddam Aquhali, Abdullah Simulation and experimental analysis of indoor localization systems |
| title | 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_short | Simulation and experimental analysis of indoor localization systems |
| title_sort | simulation and experimental analysis of indoor localization systems |
| url | http://psasir.upm.edu.my/id/eprint/78072/ http://psasir.upm.edu.my/id/eprint/78072/ http://psasir.upm.edu.my/id/eprint/78072/1/Simulation%20and%20experimental%20analysis%20of%20indoor%20localization%20systems.pdf |