Open AccessFuzzy Interference System based Link Failure prediction in MANET
Author(s) -
Senthil Kumar Swami Durai,
Balaganesh Duraisamy,
J. T. Thirukrishna
Publication year - 2021
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1964/7/072020
Subject(s) - mobile ad hoc network , computer science , computer network , network packet , node (physics) , optimized link state routing protocol , fuzzy logic , interference (communication) , transmission (telecommunications) , routing protocol , telecommunications , artificial intelligence , engineering , channel (broadcasting) , structural engineering
Mobile Ad-Hoc Network (MANET) contains wireless mobile nodes establishing a short-term network lacking the assistance of individual structure. Owing to the nodes mobility, such mobile nodes are auto-configuring also auto-organizing. In MANETs, approaches are essential to discover definite routes among the sender to receiver. One important concern for routing in MANET is how to choose a quality link route that can last longer because mobility may reason links to break regularly. To solve this issue, in this approach, a Fuzzy Interference System based Link quality prediction (FLQP) in MANET is proposed. In this approach, select the intermediate CH using Fuzzy Interference System (FIS) is predicting the sensor link quality by Received Signal Strength (RSS), Communication range (CR), Remaining Energy (RE), packet transmission rate (PTR) parameters. This FIS can be utilized to extend a metric for path selection in terms of link quality that can improve the network performance as to be exposed by the simulation results.