Simulation Analysis of Ad-Hoc On-Demand Distance Vector Routing Protocol Performance in Mobile Ad Hoc Network Using Taguchi Design Approach
Keywords:Mobile ad-hoc network, AODV, Taguchi experimental design, ANOVA,
AbstractMobile ad-hoc network routing protocol performance is evaluated mostly through simulative studies. One-factor-at-atime approach is commonly used to quantify the effect of various factors on the protocol performance. In this work, the effect of several factors was investigated simultaneously and speedily with the application of Taguchi design of experiments. The effect of the factors which include terrain size, node speed, network size, transmission range, transmission rates, pause time, and maximum connection on routing overhead was quantified. Analysis signal-to-noise ratio was performed to determine the best possible combination of factors and analysis of variance (ANOVA) was carried out to identify the significant factors that affect the routing overhead. The results showed that network size, transmission range and maximum connection play a significant role in minimizing routing overhead. The results were confirmed experimentally at 95% confidence interval.
C. Perkins, E. Royer, S. Das. Ad Hoc On-Demand Distance Vector (AODV) Routing. RFC 3561, Internet-Draft, draft-ietf-manet-aodv-11.txt. 2003.
C. Perkins and P. Bhagwat. Highly Dynamic Destination-Sequenced Distance-Vector Routing (DSDV) for Mobile Computers. SIGCOMM Comput. Commun. Rev. 24, 4 (Oct. 1994), 234-244.
D. B. Johnson, D. A. Maltz, Hu, Y-C. and Jetcheva, J. G. The Dynamic Source Routing Protocol for Mobile Ad Hoc Networks (DSR). Internet-drafts. 2004.
D. C. Montgomery. Design and Analysis of Experiments. 6th ed. Hoboken, N.J.:John Wiley & Sons, Inc., 2004.
G.S. Peace. Taguchi Method: A Hands-on Approach. Reading, Mass.: Addison-Wesley Publishing Company. 1992.
I. Boustis, G. Jakllari, T. Repantis, and M. Molle. A Performance Comparison of Routing Protocols for Large-Scale Wireless Mobile Ad Hoc Networks. Web Protocols White Papers, 2006.
J. McLure and J.Reno. Keeping Up With Wi-Fi. Newsweek: Monday, November 24, 2003.
M. H. Lee. Formulation of Properties for Motion Prediction in Wireless Networks and Simulation Analysis of Dynamic Destination-Sequenced Distance-Vector Protocol. Ph.D Thesis. Universiti Teknologi Malaysia, 2003.
M. Lakshmi, and P.E. Sankaranarayanan. Performance Analysis of Three Routing Protocols in Mobile AdHoc Wireless Networks. Asian Journal of Information Technology. Vol. 4 (2005) 1195-1200.
M. Sarahintu, M.H. Lee and H. Mohamed. Determining the Effects of Scenario Metrics on the Performance of Dynamic Source Routing using Taguchi Approach. Matematika. Vol. 23:2(2007) 121-132.
M. S.Corson, J. P.Macker, and G. H. Cirincione. Internet-Based Mobile Ad Hoc Networking. IEEE Internet Computing 3, 4 (Jul. 1999) 63-70.
M. W. Totaro, and D. D. Perkins. Using statistical design of experiments for analyzing mobile ad hoc networks. Proceedings of the 8th ACM international symposium on Modeling, analysis and simulation of
wireless and mobile systems. October 10–13. Montreal, Quebec: ACM, 2005, 159–168.
P. Johansson, T. Larsson, and N. Hedman. Senario-based Performance Analysis of Routing Protocols for Mobile Ad Hoc Networks. Proc. Of 5th Annual ACM/IEEE International Conference on Mobile Computing and Networking, Seattle, 1999.
P.J. Ross. Taguchi Techniques for Quality Engineering. 2nd ed., McGraw-Hill Inc., New York, 1996.
R.K.Roy, Design of Experiment Using the Taguchi Approach: 16 Steps to Product and Process Improvement, Wiley, New York, 2001.
S. Ahmed and .S. Alam. Performance Evaluation of Important Ad Hoc Network Protocols. EURASIP Journal on Wireless Communications and Networking. Vol.2006 (2005) 1-11.
S.Kurkowski, T.Camp, and M.Colagrosso. . MANET simulation studies: The incredibles. ACM’s Mobile Computing and Communications Review, 9:4 (2005) 50–61.
S.R. Das, C.E. Perkins and E.M. Royer. Performance Comparison of Two On-demand Routing Protocols for Ad hoc Networks. In Proceedings of the IEEE Conference on Computer Communications (INFOCOM),2000).
The network simulator ns-2. http://www.isi.edu/ns/nam/ns/.