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Mitigation of multipath fading in indoor radiometric fingerprinting systems

Wireless sensor network technology offers endless possibilities for innovative solutions for different security and intrusion detection and recognition applications. By distribut- ing multiple clusters of preconfigured wireless sensor network detection nodes, a widely monitored area can be consisten...

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Main Authors: Agel, Mabruka Mohamed, Habaebi, Mohamed Hadi, Islam, Md. Rafiqul
Format: Article
Language:English
English
English
Published: Elsevier 2019
Subjects:
TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
Online Access:http://irep.iium.edu.my/67528/1/67528_Mitigation%20of%20multipath%20fading.pdf
http://irep.iium.edu.my/67528/2/67528_Mitigation%20of%20multipath%20fading_SCOPUS.pdf
http://irep.iium.edu.my/67528/13/67528_Mitigation%20of%20multipath%20fading%20in%20indoor_wos.pdf
http://irep.iium.edu.my/67528/
https://www.sciencedirect.com/science/article/pii/S0045790617333165
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spelling my.iium.irep.675282019-04-11T02:02:17Z http://irep.iium.edu.my/67528/ Mitigation of multipath fading in indoor radiometric fingerprinting systems Agel, Mabruka Mohamed Habaebi, Mohamed Hadi Islam, Md. Rafiqul TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices Wireless sensor network technology offers endless possibilities for innovative solutions for different security and intrusion detection and recognition applications. By distribut- ing multiple clusters of preconfigured wireless sensor network detection nodes, a widely monitored area can be consistently checked for intruders. These systems are simple, easy to install and reliable in detecting intruders automatically. This paper presents the utiliza- tion of a wireless sensor network as a non-invasive human identification system for smart homes and security applications. The proposed scheme analyzes the effect of individuals moving into a monitored area, where the 2.4 GHz wireless sensor network has been in- stalled. It is imperative to comprehend the critical impact caused by different human bod- ies on multiple readings of Received Signal Strength Indicator collected at different levels for individuals at the same recording position. Multiple experiments were performed by utilizing the wireless sensor network nodes on different individuals at different positions. The paper particularly studies the effect of filtration and change of filtering parameters used to mitigate the multipath effect on the accuracy and detection capacity of the pre- sented IEEE802.15.4-based radiometric human identification scheme. Elsevier 2019-01 Article PeerReviewed application/pdf en http://irep.iium.edu.my/67528/1/67528_Mitigation%20of%20multipath%20fading.pdf application/pdf en http://irep.iium.edu.my/67528/2/67528_Mitigation%20of%20multipath%20fading_SCOPUS.pdf application/pdf en http://irep.iium.edu.my/67528/13/67528_Mitigation%20of%20multipath%20fading%20in%20indoor_wos.pdf Agel, Mabruka Mohamed and Habaebi, Mohamed Hadi and Islam, Md. Rafiqul (2019) Mitigation of multipath fading in indoor radiometric fingerprinting systems. Computers and Electrical Engineering, 73 (1). pp. 46-57. ISSN 0045-7906 https://www.sciencedirect.com/science/article/pii/S0045790617333165 10.1016/j.compeleceng.2018.11.002
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
English
topic TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
spellingShingle TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
Agel, Mabruka Mohamed
Habaebi, Mohamed Hadi
Islam, Md. Rafiqul
Mitigation of multipath fading in indoor radiometric fingerprinting systems
description Wireless sensor network technology offers endless possibilities for innovative solutions for different security and intrusion detection and recognition applications. By distribut- ing multiple clusters of preconfigured wireless sensor network detection nodes, a widely monitored area can be consistently checked for intruders. These systems are simple, easy to install and reliable in detecting intruders automatically. This paper presents the utiliza- tion of a wireless sensor network as a non-invasive human identification system for smart homes and security applications. The proposed scheme analyzes the effect of individuals moving into a monitored area, where the 2.4 GHz wireless sensor network has been in- stalled. It is imperative to comprehend the critical impact caused by different human bod- ies on multiple readings of Received Signal Strength Indicator collected at different levels for individuals at the same recording position. Multiple experiments were performed by utilizing the wireless sensor network nodes on different individuals at different positions. The paper particularly studies the effect of filtration and change of filtering parameters used to mitigate the multipath effect on the accuracy and detection capacity of the pre- sented IEEE802.15.4-based radiometric human identification scheme.
format Article
author Agel, Mabruka Mohamed
Habaebi, Mohamed Hadi
Islam, Md. Rafiqul
author_facet Agel, Mabruka Mohamed
Habaebi, Mohamed Hadi
Islam, Md. Rafiqul
author_sort Agel, Mabruka Mohamed
title Mitigation of multipath fading in indoor radiometric fingerprinting systems
title_short Mitigation of multipath fading in indoor radiometric fingerprinting systems
title_full Mitigation of multipath fading in indoor radiometric fingerprinting systems
title_fullStr Mitigation of multipath fading in indoor radiometric fingerprinting systems
title_full_unstemmed Mitigation of multipath fading in indoor radiometric fingerprinting systems
title_sort mitigation of multipath fading in indoor radiometric fingerprinting systems
publisher Elsevier
publishDate 2019
url http://irep.iium.edu.my/67528/1/67528_Mitigation%20of%20multipath%20fading.pdf
http://irep.iium.edu.my/67528/2/67528_Mitigation%20of%20multipath%20fading_SCOPUS.pdf
http://irep.iium.edu.my/67528/13/67528_Mitigation%20of%20multipath%20fading%20in%20indoor_wos.pdf
http://irep.iium.edu.my/67528/
https://www.sciencedirect.com/science/article/pii/S0045790617333165
_version_ 1643619374907523072
score 13.211869

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