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Self-configuration and self-optimization process with Taguchi method in hybrid optical wireless network

In this paper, an alternative improvement is proposed which is the adaptive wireless access networks-based optical backhaul convergence that will greatly promote to use the existing resource of MANET (mobile ad hoc network). However, these characteristics itself acts as a drawback to the MANET appli...

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Main Authors: Khang, Adam Wong Yoon, Ramli, Arnidza, Elias, Shamsul Jamel, Pusppanathan, Jaysuman, Jamil Alsayaydeh, Jamil Abedalrahim, Mustafa, Fatin Hamimi, Indra, Win Adiyansyah, Mohamat Gani, Johar Akbar
Format: Article
Language:English
Published: Institute of Advanced Engineering and Science 2020
Online Access:http://eprints.utem.edu.my/id/eprint/24895/2/21795-43149-1-PB.PDF
http://eprints.utem.edu.my/id/eprint/24895/
http://ijeecs.iaescore.com/index.php/IJEECS/article/view/21795/14009
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spelling my.utem.eprints.248952023-07-04T15:23:27Z http://eprints.utem.edu.my/id/eprint/24895/ Self-configuration and self-optimization process with Taguchi method in hybrid optical wireless network Khang, Adam Wong Yoon Ramli, Arnidza Elias, Shamsul Jamel Pusppanathan, Jaysuman Jamil Alsayaydeh, Jamil Abedalrahim Mustafa, Fatin Hamimi Indra, Win Adiyansyah Mohamat Gani, Johar Akbar In this paper, an alternative improvement is proposed which is the adaptive wireless access networks-based optical backhaul convergence that will greatly promote to use the existing resource of MANET (mobile ad hoc network). However, these characteristics itself acts as a drawback to the MANET applications such as the random distribution of nodes and continuously changing topology. MiNiTab statistical software was used to model the effect of the parameter variation to predict the field quality through the design of experiments while OMNeT++ network simulation was created to visualize the effect of QoS performance study in response with varying speed scenario. The result shows that the proposed ESCMDR scheme can obtain robustness and outperformed compared to the nonTaguchi previous study when it is used in random waypoint mobility model in any speed of sources. The work is based on Packet Delivery Ratio (PDR) and Packet Loss Probability (PLP) metric under the varying speed scenario. It results in better QoS network PDR of 28.9% improvement, with 83.56% improvement on average PLP. The paper shows that the MANET QoS performance constrained can be addressed with the self-configured data rate of integrated optimization with Taguchi method on AODV-UU (Adhoc On Demand Distance Vector-Uppsala University) routing technique. Institute of Advanced Engineering and Science 2020-08 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/24895/2/21795-43149-1-PB.PDF Khang, Adam Wong Yoon and Ramli, Arnidza and Elias, Shamsul Jamel and Pusppanathan, Jaysuman and Jamil Alsayaydeh, Jamil Abedalrahim and Mustafa, Fatin Hamimi and Indra, Win Adiyansyah and Mohamat Gani, Johar Akbar (2020) Self-configuration and self-optimization process with Taguchi method in hybrid optical wireless network. Indonesian Journal of Electrical Engineering and Computer Science, 19 (2). pp. 870-878. ISSN 2502-4752 http://ijeecs.iaescore.com/index.php/IJEECS/article/view/21795/14009 10.11591/ijeecs.v19.i2.pp870-878
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
language English
description In this paper, an alternative improvement is proposed which is the adaptive wireless access networks-based optical backhaul convergence that will greatly promote to use the existing resource of MANET (mobile ad hoc network). However, these characteristics itself acts as a drawback to the MANET applications such as the random distribution of nodes and continuously changing topology. MiNiTab statistical software was used to model the effect of the parameter variation to predict the field quality through the design of experiments while OMNeT++ network simulation was created to visualize the effect of QoS performance study in response with varying speed scenario. The result shows that the proposed ESCMDR scheme can obtain robustness and outperformed compared to the nonTaguchi previous study when it is used in random waypoint mobility model in any speed of sources. The work is based on Packet Delivery Ratio (PDR) and Packet Loss Probability (PLP) metric under the varying speed scenario. It results in better QoS network PDR of 28.9% improvement, with 83.56% improvement on average PLP. The paper shows that the MANET QoS performance constrained can be addressed with the self-configured data rate of integrated optimization with Taguchi method on AODV-UU (Adhoc On Demand Distance Vector-Uppsala University) routing technique.
format Article
author Khang, Adam Wong Yoon
Ramli, Arnidza
Elias, Shamsul Jamel
Pusppanathan, Jaysuman
Jamil Alsayaydeh, Jamil Abedalrahim
Mustafa, Fatin Hamimi
Indra, Win Adiyansyah
Mohamat Gani, Johar Akbar
spellingShingle Khang, Adam Wong Yoon
Ramli, Arnidza
Elias, Shamsul Jamel
Pusppanathan, Jaysuman
Jamil Alsayaydeh, Jamil Abedalrahim
Mustafa, Fatin Hamimi
Indra, Win Adiyansyah
Mohamat Gani, Johar Akbar
Self-configuration and self-optimization process with Taguchi method in hybrid optical wireless network
author_facet Khang, Adam Wong Yoon
Ramli, Arnidza
Elias, Shamsul Jamel
Pusppanathan, Jaysuman
Jamil Alsayaydeh, Jamil Abedalrahim
Mustafa, Fatin Hamimi
Indra, Win Adiyansyah
Mohamat Gani, Johar Akbar
author_sort Khang, Adam Wong Yoon
title Self-configuration and self-optimization process with Taguchi method in hybrid optical wireless network
title_short Self-configuration and self-optimization process with Taguchi method in hybrid optical wireless network
title_full Self-configuration and self-optimization process with Taguchi method in hybrid optical wireless network
title_fullStr Self-configuration and self-optimization process with Taguchi method in hybrid optical wireless network
title_full_unstemmed Self-configuration and self-optimization process with Taguchi method in hybrid optical wireless network
title_sort self-configuration and self-optimization process with taguchi method in hybrid optical wireless network
publisher Institute of Advanced Engineering and Science
publishDate 2020
url http://eprints.utem.edu.my/id/eprint/24895/2/21795-43149-1-PB.PDF
http://eprints.utem.edu.my/id/eprint/24895/
http://ijeecs.iaescore.com/index.php/IJEECS/article/view/21795/14009
_version_ 1770555170036383744
score 13.211869

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