Analysis of different digital filters for received signal strength indicator

Due to high demand in Internet of Things applications, researchers are exploring deeper alternative methods to provide efficiency in terms of application, energy, and cost among other factors. A frequently used technique is the Received Signal Strength Indicator value for different Internet of Thing...

Full description

Bibliographic Details
Main Authors:	Rosli, Rafhanah Shazwani, Habaebi, Mohamed Hadi, Islam, Md. Rafiqul
Format:	Article
Language:	English English
Published:	Universitas Ahmad Dahlan & Institute of Advanced Engineering and Science (IAES) 2019
Subjects:	TK5101 Telecommunication. Including telegraphy, radio, radar, television
Online Access:	http://irep.iium.edu.my/73498/ http://irep.iium.edu.my/73498/ http://irep.iium.edu.my/73498/ http://irep.iium.edu.my/73498/1/1508-3196-1-PB.pdf http://irep.iium.edu.my/73498/7/73498_Analysis%20of%20different%20digital%20filters_scopus.pdf

id	iium-73498
recordtype	eprints
spelling	iium-734982019-09-11T12:52:11Z http://irep.iium.edu.my/73498/ Analysis of different digital filters for received signal strength indicator Rosli, Rafhanah Shazwani Habaebi, Mohamed Hadi Islam, Md. Rafiqul TK5101 Telecommunication. Including telegraphy, radio, radar, television Due to high demand in Internet of Things applications, researchers are exploring deeper alternative methods to provide efficiency in terms of application, energy, and cost among other factors. A frequently used technique is the Received Signal Strength Indicator value for different Internet of Things applications. It is imperative to investigate the digital signal filter for the Received Signal Strength Indicator readings to interpret it into more reliable data. A contrasting analysis of three different types of digital filters is presented in this paper, namely: Simple Moving Average filter, Alpha Trimmed Mean filter and Kalman filter. There are three criteria used to observe the performance of these digital filters which are noise reduction, data proximity and delays. Based on the criteria, the choice of digital signal processing filter can be determined in accordance with its implementations in [ractice. For example, Alpha-Trimmed Mean filter is shown to be more efficient if used in the pre-processing of Received Signal Strength Indicator readings for physical intrusion detection due to its high data proximity. Hence, this paper illustrates the possibilities of the use of Received Signal Strength Indicator in different Internet of Things applications given a proper choice of digital signal processing filter. Universitas Ahmad Dahlan & Institute of Advanced Engineering and Science (IAES) 2019-09 Article PeerReviewed application/pdf en http://irep.iium.edu.my/73498/1/1508-3196-1-PB.pdf application/pdf en http://irep.iium.edu.my/73498/7/73498_Analysis%20of%20different%20digital%20filters_scopus.pdf Rosli, Rafhanah Shazwani and Habaebi, Mohamed Hadi and Islam, Md. Rafiqul (2019) Analysis of different digital filters for received signal strength indicator. Bulletin of Electrical Engineering and Informatics (BEEI), 8 (3). pp. 970-977. ISSN 2089-3191 E-ISSN 2302-9285 http://www.beei.org/index.php/EEI/article/view/1508/1159 10.11591/eei.v8i3.1508
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	TK5101 Telecommunication. Including telegraphy, radio, radar, television
spellingShingle	TK5101 Telecommunication. Including telegraphy, radio, radar, television Rosli, Rafhanah Shazwani Habaebi, Mohamed Hadi Islam, Md. Rafiqul Analysis of different digital filters for received signal strength indicator
description	Due to high demand in Internet of Things applications, researchers are exploring deeper alternative methods to provide efficiency in terms of application, energy, and cost among other factors. A frequently used technique is the Received Signal Strength Indicator value for different Internet of Things applications. It is imperative to investigate the digital signal filter for the Received Signal Strength Indicator readings to interpret it into more reliable data. A contrasting analysis of three different types of digital filters is presented in this paper, namely: Simple Moving Average filter, Alpha Trimmed Mean filter and Kalman filter. There are three criteria used to observe the performance of these digital filters which are noise reduction, data proximity and delays. Based on the criteria, the choice of digital signal processing filter can be determined in accordance with its implementations in [ractice. For example, Alpha-Trimmed Mean filter is shown to be more efficient if used in the pre-processing of Received Signal Strength Indicator readings for physical intrusion detection due to its high data proximity. Hence, this paper illustrates the possibilities of the use of Received Signal Strength Indicator in different Internet of Things applications given a proper choice of digital signal processing filter.
format	Article
author	Rosli, Rafhanah Shazwani Habaebi, Mohamed Hadi Islam, Md. Rafiqul
author_facet	Rosli, Rafhanah Shazwani Habaebi, Mohamed Hadi Islam, Md. Rafiqul
author_sort	Rosli, Rafhanah Shazwani
title	Analysis of different digital filters for received signal strength indicator
title_short	Analysis of different digital filters for received signal strength indicator
title_full	Analysis of different digital filters for received signal strength indicator
title_fullStr	Analysis of different digital filters for received signal strength indicator
title_full_unstemmed	Analysis of different digital filters for received signal strength indicator
title_sort	analysis of different digital filters for received signal strength indicator
publisher	Universitas Ahmad Dahlan & Institute of Advanced Engineering and Science (IAES)
publishDate	2019
url	http://irep.iium.edu.my/73498/ http://irep.iium.edu.my/73498/ http://irep.iium.edu.my/73498/ http://irep.iium.edu.my/73498/1/1508-3196-1-PB.pdf http://irep.iium.edu.my/73498/7/73498_Analysis%20of%20different%20digital%20filters_scopus.pdf
first_indexed	2023-09-18T21:44:13Z
last_indexed	2023-09-18T21:44:13Z
_version_	1777413341294100480

Analysis of different digital filters for received signal strength indicator

Similar Items