Research Article
AODV Protocol Improvement using Intelligent Clustering
|
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
|
| Volume 88 - Issue 7 |
| Published: February 2014 |
| Authors: Mohammed N. Abdullah, Mahmood Z. Abdullah, Rooa Adnan Sabri |
10.5120/15362-3839
|
Mohammed N. Abdullah, Mahmood Z. Abdullah, Rooa Adnan Sabri . AODV Protocol Improvement using Intelligent Clustering. International Journal of Computer Applications. 88, 7 (February 2014), 6-13. DOI=10.5120/15362-3839
@article{ 10.5120/15362-3839,
author = { Mohammed N. Abdullah,Mahmood Z. Abdullah,Rooa Adnan Sabri },
title = { AODV Protocol Improvement using Intelligent Clustering },
journal = { International Journal of Computer Applications },
year = { 2014 },
volume = { 88 },
number = { 7 },
pages = { 6-13 },
doi = { 10.5120/15362-3839 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2014
%A Mohammed N. Abdullah
%A Mahmood Z. Abdullah
%A Rooa Adnan Sabri
%T AODV Protocol Improvement using Intelligent Clustering%T
%J International Journal of Computer Applications
%V 88
%N 7
%P 6-13
%R 10.5120/15362-3839
%I Foundation of Computer Science (FCS), NY, USA
Abstract
The paper proposes an algorithm for intelligent cluster head (CH) election in clustered-AODV-based routing. Initially, the K-mean for clustering the MANET nodes have been used according to their distances between them. Next, the intelligent CH election using soft computing techniques that includes sequential hybrid Fuzzy-Genetic controller for this decision making have also been applied. The paper simulation shows that the clustered–AODV-based routing protocol can be modified by changing the ordinary known AODV protocol (Classical AODV) to comply with the clustered network.
References
- Julia K. Brande, "Computer Network Routing with a Fuzzy Neural Network", PhD Thesis, Virginia Polytechnic Institute and State University, November 7, 1997.
- Alexander Clemm, "Network Management Fundamentals", Cisco Press, USA, 2007.
- C. Perkins, and S. Das," Ad hoc On-Demand Distance Vector (AODV) Routing", The Internet Society (2003).
- Mieso K. Denko, and Hua Lu, "AN AODV-Based Clustering and Routing Scheme for Mobile Ad Hoc Networks", IFIP International Federation for Information Processing, Volume 212, 2006, pp 83-97.
- M. Rezaee, and M. Yaghmaee, "Cluster based Routing Protocol for Mobile Ad Hoc Networks", February 23, 2009.
- B. An and S. Papavassiliou, "A Mobility-Based Clustering Approach to Support Mobility Management and Multicast Routing in Mobile Ad-hoc Wireless Networks," Int. J. Netw. Manag, vol. 11, no. 6, pp. 387–395, 2001.
- A. E. Narayanan, R. Devi and Dr. A. Vincent Jayakumar, "An Energy Efficient Cluster Head Selection for Fault Tolerant Routing In MANET", International Journal of Engineering and Technology (IJET), Vol. 5, No. 2, Apr-May 2013.
- N. Gupta, M. Shrivastava, and A. Singh, " Survey of Routing Scheme in MANET with Clustering Techniques", International Journal of Modern Engineering Research (IJMER), Vol. 2, Issue. 6, Nov-Dec. 2012.
- Anju Sharma, Shini Agarwal, and Ravindra Singh Rathore, " Cluster Based Routing in Mobile Ad hoc Wireless Networks Using Neuro-Genetic Paradigm", International Journal of Scientific & Engineering Research, Volume 3, Issue 7, July-2012, ISSN 2229-5518.
- Karamjeet Singh, "Energy Efficiency In Mobile Ad -hoc Networking Using Cluster Head Routing Protocol", International Journal of Advanced Research in IT and Engineering, Vol. 2, No. 5, May 2013.
- Website: WWW. MATHWORKS. COM the Mathworks Inc.
Index Terms
Keywords