Optimizing the Efficiency of MANETs Through an ANFISBased DSR Routing Protocol for MANETS.

Volume 20 No 13 (2022)

Tejaswini Kone, S Pallam Setty

DOI: 10.14704/nq.2022.20.13.NQ88295

Abstract

MANETs are baseless networks without infrastructure, consisting of nodes with mobility which are dynamic in nature. Routing protocols are available for helping node to node communication. In this context, Performance of the network by increasing QoS parameters like throughput and minimizing delay and network load has become essential factor. This paper emphasizes on the execution of ANFIS approach for enhancing the performance of the DSR routing protocol in MANETs. The suggested adopts Fuzzy Inference System in optimizing the QoS parameters. Experimental results acquired from MATLAB and OPNET 14.5 simulator specifies that ANFIS based DSR showed better performance by increase in Throughput 10.69%, decrease in Network Load by 11.43% and decrease in delay by 6.30%.

Keywords

DSR, ANFIS, Fuzzy DSR

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