Taguchi based Self-configure Data Rate Optimization AODVUU Routing Parameters in MANET over Optical Network Performances
Adam Wong Yoon Khang1, Jamil Abedalrahim Jamil Alsayaydeh2, Win Adiyansyah Indra3, J. Pusppanathan4, Shamsul J. Elias5
1Adam Wong Yoon Khang, Center for Telecommunication Research and Innovation, Fakulti Teknologi Kejuruteraan Elektrik dan Elektronik (FTKEE), UTEM, Hang Tuah Jaya, Melaka, Malaysia.
2Jamil Abedalrahim Jamil Alsayaydeh, Center for Advanced Computing Technology, Fakulti Teknologi Kejuruteraan Elektrik dan Elektronik (FTKEE), UTEM, Hang Tuah Jaya, Melaka, Malaysia.
3Win Adiyansyah Indra, Center for Telecommunication Research and Innovation, Fakulti Teknologi Kejuruteraan Elektrik dan Elektronik (FTKEE), UTEM, Hang Tuah Jaya, Melaka, Malaysia.
4J. Pusppanathan, School of Biomedical Engineering & Health Sciences, UTM, Johor Bahru, Malaysia.
5Shamsul J. Elias, Department of Computer Technology and Networking, UITM, Kedah, Malaysia.
Manuscript received on 18 June 2019 | Revised Manuscript received on 25 June 2019 | Manuscript published on 30 June 2019 | PP: 316-322 | Volume-8 Issue-5, June 2019 | Retrieval Number: E6946068519/19©BEIESP
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: Research and development advancements in the area of wireless technologies give rises of mobile ad hoc networks (MANET) domain but is constrained to the single networks and stand alone. Furthermore, the communication networking applications requirements mostly still depends on fixed infrastructure networks that lead to MANET need to communicate with internet. Consequently, the traditional mobile routing protocols proposed for MANET are inefficient but play an equivalent important role in the performances of mobile wireless network over optical backhaul with focusing of MANET of the wireless domain in access network. Routing protocols procedures are controlled with a set of parameters from being dragged to undesired situations such as un-optimized Quality of Service (QoS) resource consumption. These parameters have a direct impact on the efficiency of a routing protocol and the overall MANET network performances. This paper proposed an offline optimization through simulation design of experiment of the AODV-UU parameters of MANET is evaluated by performing Taguchi signal to noise ratio (SNR) method for fine-tuning the AODV-UU routing parameters using the OMNeT++ software. The work is further extended with self-configure multiple data rates (SCMDR) scheme – a cross-layer-specific technique. AODV-UU with Taguchi tuned under the proposed SCMDR scheme is compared with AODV-UU configuration of oRiG scheme also as respects to previous work is examined based on capacity consumption, end-to-end delay metric and energy consumption metric under the varying speed scenario. The obtained results showed that, AODV-UU with Taguchi configuration outperformed the AODV-UU for the mention performance metrics here. The existing of current access network of the telco operators can benefit from the proposed improvement here.
Keywords: Taguchi, DOE, QoS, MANET, DCF
Scope of the Article: Discrete Optimization