Manuscript received on December 13, 2019. | Revised Manuscript received on December 25, 2019. | Manuscript published on January 10, 2020. | PP: 2070-2079 | Volume-9 Issue-3, January 2020. | Retrieval Number: C8915019320/2020©BEIESP | DOI: 10.35940/ijitee.C8915.019320
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: Mobile ad-hoc networks are the networks that are established easily in a short span time period. But, at the same time, some challenges are also there for establishment and performance perspectives. Higher mobility of nodes creates a problem in secure and accurate data transmission. Packet size decision is to be taken for optimizing the data packets transmission from source to destination. In this paper, to decide the packet size, an ANFIS based intelligent model has been proposed. Model has been implemented at MAT Lab with generalized bell-shaped membership functions for four inputs. For this, throughput, normalized routing load, data packets received, average end to end delay metrics have been considered. Designed model has been verified with the help of network simulator-2. Proposed model will be applied for AODV routing protocol in mobile ad-hoc networks. Proposed model will enhance the performance of AODV routing protocol.
Keywords: AODV, Throughput, ANFIS, Average end to end Delay, Data Packets Received, Training Data set
Scope of the Article: Artificial Intelligent Methods, Models, Techniques