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Performance Enhancement of AODV Routing Protocol Using ANFIS Technique

In: Quality, IT and Business Operations

Author

Listed:
  • Vivek Sharma

    (Jamia Millia Islamia)

  • Bashir Alam

    (Jamia Millia Islamia)

  • M. N. Doja

    (Jamia Millia Islamia)

Abstract

The moving nodes of mobile ad hoc networks (MANETs) can wander arbitrarily and thus therefore form dynamic topologies. This dynamic nature of MANET characteristics affects the communication process. In MANET’s communication process, the packet may also be delayed due to various reasons like congestion, link failure, and power failure. This constant update of variables leads to development of routing algorithms that consider delay and hop count for routing decision. Therefore, an improvement of AODV routing algorithm using adaptive fuzzy logic system is proposed in this paper. In the presented algorithm, each node will calculate its cost value based on input parameters, i.e., hop count and delay. Further, with the routing decision, optimal path route is selected based on minimum cost value. This leads to better utilization of the network in terms of packet delivery ratio and end-to-end delay. NS2.35 is used for simulation process and results show the better performance of proposed AAODV algorithm than standard AODV.

Suggested Citation

  • Vivek Sharma & Bashir Alam & M. N. Doja, 2018. "Performance Enhancement of AODV Routing Protocol Using ANFIS Technique," Springer Proceedings in Business and Economics, in: P.K. Kapur & Uday Kumar & Ajit Kumar Verma (ed.), Quality, IT and Business Operations, pages 307-312, Springer.
    • Handle: RePEc:spr:prbchp:978-981-10-5577-5_24
    DOI: 10.1007/978-981-10-5577-5_24
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