Title :
Intelligent MANET Routing System
Author :
Saeed, N.H. ; Abbod, M.F. ; Al-Raweshidy, H.S.
Author_Institution :
Brunel Univ., Uxbridge
Abstract :
In any mobile ad hoc network, a single routing system is in use during communication time without considering the MANET context, in spite the fact that MANET context affects the routing protocol performance. Changes in the MANET context lead to changes in the routing protocol behaviour for better or worse performance. This paper introduces a novel intelligent mobile ad hoc network routing system which is adaptable to the variations in the MANET context as the intelligent module selects four important parameters which indicate the changes in the network context. This intelligent system acquires the network´s performance and then selects the optimum routing protocol that gives the best performance according to network context, such as: number and mobility of nodes. This module suggests the optimum network context for that situation.
Keywords :
ad hoc networks; mobile communication; performance evaluation; routing protocols; intelligent MANET routing system; intelligent mobile ad hoc network; network performance; routing protocol; single routing system; Artificial neural networks; Computer networks; Context; Genetic algorithms; Intelligent networks; Intelligent systems; Mobile ad hoc networks; Neural networks; Routing protocols; Shortest path problem; Ad hoc networks; and intelligent network; genetic algorithm; neural network modelling;
Conference_Titel :
Advanced Information Networking and Applications - Workshops, 2008. AINAW 2008. 22nd International Conference on
Conference_Location :
Okinawa
Print_ISBN :
978-0-7695-3096-3
DOI :
10.1109/WAINA.2008.286