NDLI: Ad-hoc network design with multiple metrics using Taguchi's loss function

Content Provider	IEEE Xplore Digital Library
Author	Mohamed, H. Hisyam Lee, M. Salleh, S. Sanugi, B. Sarahintu, M.
Copyright Year	2011
Description	Author affiliation: Department of Mathematics, Faculty of Science, Universiti Teknologi Malaysia, 81310 Skudai, Johor Darul Takzim, Malaysia (Hisyam Lee, M.; Salleh, S.) \|\| Fakulti Sains Komputer & Matematik (FSKM), Universiti Teknologi MARA Sabah Beg Berkunci 71, 88997 Kota Kinabalu, Malaysia (Sarahintu, M.) \|\| Faculty of Science and Technology, Universiti Sains Islam Malaysia, 78100 Nilai, Negeri Sembilan, Malaysia (Sanugi, B.) \|\| Center of Information Technology, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, 43600 UKM Bangi, Selangor Darul Ehsan, Malaysia (Mohamed, H.)
Abstract	This paper presents an approach for tackling multiple metrics and various network parameters simultaneously to investigate the performance of wireless ad-hoc network routing protocols. The study uses Taguchi's loss function to determine the best condition in yielding maximum throughput and minimum packet drop and routing overhead simultaneously for dynamic source routing (DSR) protocol. Studying the parameters one at a time or by trial and error until a first feasible design is found seems to be a common approach to design optimization. In this paper, the impact of ad-hoc network parameters such as terrain, network size, number of sources, packet transmitted rates, node speed and pause time on a multiple signal to noise ratio are investigated simultaneously. We present results based on simulation study according to Taguchi experimental design technique. Optimum levels of ad-hoc network parameters are suggested by using response table and response graph while contribution of significant parameter are estimated using analysis of variance (ANOVA). The results show that the terrain size, number of sources, transmission packet rates and nodes speed are the significant parameters affecting DSR performance in wireless ad-hoc networks.
Starting Page	1
Ending Page	5
File Size	616378
Page Count	5
File Format	PDF
ISBN	9781457707537
ISSN	21556830
e-ISBN	9781457707520
DOI	10.1109/ICEEI.2011.6021659
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-07-17
Publisher Place	Indonesia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Measurement multiple metrics ANOVA Taguchi's loss function Ad-hoc network Routing Ad hoc networks Routing protocols Analysis of variance Mobile computing
Content Type	Text
Resource Type	Article

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