Open AccessSelf-configuration and self-optimization process with taguchi method in hybrid optical wireless network
Author(s) -
Adam Wong Yoon Khang,
Arnidza Ramli,
Shamsul Jamel Elias,
Jaysuman Pusppanathan,
Jamil Abedalrahim Jamil Alsayaydeh,
Fatin Hamimi Mustafa,
Win Adiyansyah Indra,
Johar Akbar Mohamat Gani
Publication year - 2020
Publication title -
indonesian journal of electrical engineering and computer science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.241
H-Index - 17
eISSN - 2502-4760
pISSN - 2502-4752
DOI - 10.11591/ijeecs.v19.i2.pp870-878
Subject(s) - taguchi methods , computer science , network packet , mobile ad hoc network , ad hoc on demand distance vector routing , quality of service , robustness (evolution) , waypoint , network performance , computer network , optimized link state routing protocol , real time computing , routing protocol , machine learning , biochemistry , chemistry , gene
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 non-Taguchi 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.