RSSI-based human presence detection system for energy saving automation

WiFi facilitates computers and devices to connect with the Internet and each other using radio frequency signals that has Received Signal Strength Indicator or RSSI as its standard feature. With the use of RSSI value, a human presence detection technique to support energy saving by automating applia...

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Main Authors: Habaebi, Mohamed Hadi, Rosli, Rafhanah Shazwani, Islam, Md. Rafiqul
Format: Article
Language:English
Published: Institute of Advanced Engineering and Science (iaes) Indonesia 2017
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Online Access:http://irep.iium.edu.my/60178/1/356-820-10PB.pdf
http://irep.iium.edu.my/60178/
http://section.iaesonline.com/index.php/IJEEI/issue/current
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spelling my.iium.irep.601782018-01-11T02:10:21Z http://irep.iium.edu.my/60178/ RSSI-based human presence detection system for energy saving automation Habaebi, Mohamed Hadi Rosli, Rafhanah Shazwani Islam, Md. Rafiqul TK Electrical engineering. Electronics Nuclear engineering WiFi facilitates computers and devices to connect with the Internet and each other using radio frequency signals that has Received Signal Strength Indicator or RSSI as its standard feature. With the use of RSSI value, a human presence detection technique to support energy saving by automating appliances is developed. It has attracted interest of researchers for its advantages like simplicity and low-cost. A system module that can detect the presence of human is achieved by designing and developing a device that utilizes off-the-shelves hardware, implementing a statistical analysis algorithm and by testing and evaluating the performance of the developed system in a real life environment. The result of the system module’s performance analysis in this research has shown 100% sensitivity, specificity and accuracy to the solution. The solution and approach can be used to support energy saving by automating appliances, resulting in a greener environment and a better financial efficiency. Keywords: WiFi, RSSI, Internet of Things, Presence Detection, Automation Institute of Advanced Engineering and Science (iaes) Indonesia 2017-12-07 Article REM application/pdf en http://irep.iium.edu.my/60178/1/356-820-10PB.pdf Habaebi, Mohamed Hadi and Rosli, Rafhanah Shazwani and Islam, Md. Rafiqul (2017) RSSI-based human presence detection system for energy saving automation. Indonesian Journal of Electrical Engineering and Informatics (IJEEI), 5 (4). pp. 339-350. ISSN 2089-3272 http://section.iaesonline.com/index.php/IJEEI/issue/current 10.11591/ijeei.v5i4.356
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
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Habaebi, Mohamed Hadi
Rosli, Rafhanah Shazwani
Islam, Md. Rafiqul
RSSI-based human presence detection system for energy saving automation
description WiFi facilitates computers and devices to connect with the Internet and each other using radio frequency signals that has Received Signal Strength Indicator or RSSI as its standard feature. With the use of RSSI value, a human presence detection technique to support energy saving by automating appliances is developed. It has attracted interest of researchers for its advantages like simplicity and low-cost. A system module that can detect the presence of human is achieved by designing and developing a device that utilizes off-the-shelves hardware, implementing a statistical analysis algorithm and by testing and evaluating the performance of the developed system in a real life environment. The result of the system module’s performance analysis in this research has shown 100% sensitivity, specificity and accuracy to the solution. The solution and approach can be used to support energy saving by automating appliances, resulting in a greener environment and a better financial efficiency. Keywords: WiFi, RSSI, Internet of Things, Presence Detection, Automation
format Article
author Habaebi, Mohamed Hadi
Rosli, Rafhanah Shazwani
Islam, Md. Rafiqul
author_facet Habaebi, Mohamed Hadi
Rosli, Rafhanah Shazwani
Islam, Md. Rafiqul
author_sort Habaebi, Mohamed Hadi
title RSSI-based human presence detection system for energy saving automation
title_short RSSI-based human presence detection system for energy saving automation
title_full RSSI-based human presence detection system for energy saving automation
title_fullStr RSSI-based human presence detection system for energy saving automation
title_full_unstemmed RSSI-based human presence detection system for energy saving automation
title_sort rssi-based human presence detection system for energy saving automation
publisher Institute of Advanced Engineering and Science (iaes) Indonesia
publishDate 2017
url http://irep.iium.edu.my/60178/1/356-820-10PB.pdf
http://irep.iium.edu.my/60178/
http://section.iaesonline.com/index.php/IJEEI/issue/current
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score 13.188404