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.
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Murthy CSR, Manoj BS (2004) Ad Hoc wireless networks: architecture and protocols. Pearson Ltd
Sharma V, Alam B (2012) Unicaste routing protocols in mobile Ad Hoc networks: a survey. Int J Comput Appl USA 51:148–153
Zhang X, Qian ZH, Guo Y-Q, Wang X (2014) An efficient hop count routing protocol for wireless ad hoc networks. Int J Autom Comput 11(1):93–99
Sirisala N, Shoba Bindu C (2015) Uncertain rule based fuzzy logic QoS trust model in MANETs. International conference on advanced computing and communications, pp 55–60
Perkins C, Belding-Royer E, Das S (2003) Ad Hoc On-Demand Distance vector (AODV) Routing, RFC 3561
Ross TJ (1995) Fuzzy logic with engineering application. McGraw Hills, New York
Leo Manickam JM, Shanmugavel S (2007) Fuzzy based trusted Ad Hoc on-demand distance vector routing protocol for MANET. 3rd international conference on wireless and mobile computing, networking and communications
Sujatha KS; Dharmar V, Bhuvaneswaran RS (2012) Design of genetic algorithm based IDS for MANET. International Conference on Recent Trends in Information Technology (ICRTIT), pp 28–33
Li Y, Weihua H (2010) Optimization strategy for mobile Ad Hoc network based on AODV routing protocol. 6th international conference on Wireless Communications Networking and Mobile Computing (WiCOM), pp 1–4
Zuo J, Xin Ng S, Hanzo L (2010) Fuzzy logic aided dynamic source routing in cross-layer operation assisted Ad Hoc networks. 72nd IEEE conference on vehicular technology, pp 1–5
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Sharma, V., Alam, B., Doja, M.N. (2018). Performance Enhancement of AODV Routing Protocol Using ANFIS Technique. In: Kapur, P., Kumar, U., Verma, A. (eds) Quality, IT and Business Operations. Springer Proceedings in Business and Economics. Springer, Singapore. https://doi.org/10.1007/978-981-10-5577-5_24
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DOI: https://doi.org/10.1007/978-981-10-5577-5_24
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