Lee, Muhammad Hisyam (2009) Development of software tool for performance evaluation of mobile ad hoc networks using Taguchi method. Project Report. Faculty of Science, Skudai, Johor. (Unpublished)
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A mobile ad hoc network (MANET) is a self-organizing collection of mobile wireless nodes formed dynamically without the use of any supporting infrastructures. The performance of MANETs are inÂ°uenced very much by numerous factors that deÂ¯ne the network environment and scenario, including routing protocols and scenario metrics, such as terrain size, node speed, network density etc. In this project, we are interested in determining the functional relationship between these inÂ°uential factors and performance of MANET systems. The orthogonal arrays, signal-to-noise ratio, analysis of variance of Taguchi approach has been applied in this study. Using suitable experimental matrices, the signiÂ¯cance eÂ®ects of various factors and interactions aÂ®ecting the MANET performances and routing protocols with respect to two performance metrics, namely, routing overhead and drop rates were determined. Results found that transmission range, terrain, routing protocol, node speed, network size, packet rates, traÂ±c load were signiÂ¯cant on drop rates. Furthermore, the eÂ®ects of network density, traÂ±c load, node mobility, and routing protocol were found to be signiÂ¯cant on routing overhead, and the interactions between network size and transmission range were signiÂ¯cant on the performance of Dynamic Source Routing (DSR) protocol. In comparing the performance of DSR and Ad Hoc On-Demand Distance Vector (AODV) using Taguchi approach, it is found that DSR generates less routing overhead compared to AODV.
|Item Type:||Monograph (Project Report)|
|Uncontrolled Keywords:||performance evaluation, mobile ad hoc networks, statistical analysis, taguchi approach,|
|Deposited By:||Noor Aklima Harun|
|Deposited On:||02 Jul 2009 01:14|
|Last Modified:||11 May 2012 07:44|
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