Developments of optimized routing protocols in manet using bioinspired algorithms

Abstract

It is challenging to design a competent Routing Protocol (RP) for Wireless Ad-Hoc Networks (WANET) and the fulfillment of security aspects. To offer competent together with secure overhead-free End-to-End (E2E) communication, a novel set of networking strategies demanded by MANET to be adopted. As the development of the quotTrust-centric Optimized Routing for MANETquot is always a critical issue, thus 3 techniques have been encompassed in this research. newlineThe proposed work initially describes the methodology for an Estimation of the QoS of MANET with packet loss situation in the data communication. To do this estimation, the node-to-node paired Base Station (BS) transmission measurements have been implemented for determining cell traffic growth. Here, the accurate model proposed by Steele and Nofal has been employed. While implementing in every communication round, several QoS parameters offered diverse outcomes. Regarding energy dissipation on varying distance parameters, several QoS parameters have been deployed together along with measuring the quality of the MANET. newlineNext, the trust factor has been estimated for detecting the optimized route by deploying a bio-inspired methodology. For establishing a secured WSN for efficient data transmission, a Bio-Inspired Node Trust Factor with Optimized Linked Routing (BINTF-OLR) has been proposed, grounded on the routing issues in WSN. newlineIn the end, to attain trust assessment with Hybrid Trust (HT) evaluation along with optimal MANET routing, the Exponential Cauchy Kernelized Adaptive Neuro-FIS (ECK-ANFIS) has been deployed. By utilizing the several metrics defined in the prevailing protocols, the proposed methodologies performance has also been measured and its superiority has been proved.