DocumentCode
2431962
Title
Intelligent MANET Routing Protocol Selector
Author
Saeed, N.H. ; Abbod, M.F. ; Sulaiman, T.H. ; Al-Raweshidy, H.S. ; Kurdi, H.
fYear
2008
fDate
16-19 Sept. 2008
Firstpage
389
Lastpage
394
Abstract
Currently, in any Mobile Ad Hoc Network (MANET), one routing protocol routes the packets to their destination no matter what the network´s context is! This ´one size fits all´ approach is far from optimum. This paper introduces a novel intelligent routing protocol selector for MANET. The intelligent selector learns the network´s performance and behaviour then chooses the optimum routing protocol according to the network´s context, e.g.: number of nodes and mobility. The selector recommends the optimum network context depending on the current network situation. The selector is adaptable to the variations in the network environment by predicting four important parameters that indicate the changes in the network context. The intelligent selector system can deploy any protocol to its best advantages by testing the network´s context and employing the most suitable protocol for that situation.
Keywords
Artificial intelligence; Artificial neural networks; Computer networks; Fuzzy logic; Genetic algorithms; Intelligent networks; Mobile ad hoc networks; Routing protocols; Testing; Wireless networks; Ad hoc networks; genetic algorithm; intelligent network; neuro-fuzzy modelling;
fLanguage
English
Publisher
ieee
Conference_Titel
Next Generation Mobile Applications, Services and Technologies, 2008. NGMAST '08. The Second International Conference on
Conference_Location
Cardiff
Print_ISBN
978-0-7695-3333-9
Type
conf
DOI
10.1109/NGMAST.2008.22
Filename
4756462
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