DocumentCode :
3202602
Title :
Intelligent MANET
Author :
Masillamani, M. Roberts ; Jamalipour, Abbas ; Uma, GV
Author_Institution :
Hindustan Coll. of Eng., Chennai
fYear :
2007
fDate :
25-28 Nov. 2007
Firstpage :
408
Lastpage :
413
Abstract :
This paper implements neuro-genetic intelligence for quick route rebuilding in MANET for improving the performance of the network. The various performance improvements are achieved by introducing the concept of artificial neural network (ANN) using back-propagation algorithm (BPA)in combination with genetic algorithm (GA) keeping the Ad Hoc on-demand distance vector (AODV) as the basis. When there is termination of routes due to unpredicted movement of the mobile equipment in the network, the neuro-genetic intelligence rebuilds the network with the learnt weights. The intelligent method suggested appears to provide improved routing due to the integration of the of AODV, ANN and GA algorithm.
Keywords :
ad hoc networks; backpropagation; genetic algorithms; mobile radio; neural nets; telecommunication computing; telecommunication network routing; ad hoc on-demand distance vector; artificial neural network; back-propagation algorithm; genetic algorithm; intelligent mobile ad hoc network; mobile equipment; route rebuilding; Ad hoc networks; Artificial intelligence; Artificial neural networks; Genetic algorithms; Intelligent networks; Intelligent systems; Mobile ad hoc networks; Protocols; Quality of service; Routing; ANN; AODV; Ad hoc; BPA; GA Neuro-genetic; Intelligence; Routing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent and Advanced Systems, 2007. ICIAS 2007. International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-1355-3
Electronic_ISBN :
978-1-4244-1356-0
Type :
conf
DOI :
10.1109/ICIAS.2007.4658418
Filename :
4658418
Link To Document :
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