Title :
A new adaptive routing approach based on Ant Colony Optimization (ACO) for Ad hoc Wireless Networks
Author :
Chowdhury, Niaz Morshed ; Baker, Syed Murtoza ; Choudhury, Ershadul H.
Author_Institution :
Univ. of Dublin, Dublin
Abstract :
The goal of this work is to design a new adaptive routing technique for ad hoc wireless networks. This paper proposed the basic deign of the algorithm that works based on the principle of ant colony optimization (ACO). This is a probabilistic adaptive technique that changes its routes with the change of network topology over the period of time by learning its environment. It identifies appropriate paths with the feedback of previously travelled packets and maintains routing table accordingly. A self-made simulator implemented on C++ is used to evaluate performance of this algorithm on the basis of diverse adaptive issues such as change of probability, growth of pheromone intensity, randomness of the selection and packet sending rate through different paths.
Keywords :
ad hoc networks; mobile radio; optimisation; telecommunication network routing; telecommunication network topology; C++; MANET; ad hoc wireless networks; adaptive routing; ant colony optimization; network topology; probabilistic adaptive technique; Adaptive systems; Ant colony optimization; Bandwidth; Distributed computing; Educational institutions; IP networks; Mobile ad hoc networks; Multicast algorithms; Routing protocols; Wireless networks; Ad hoc Network; Adaptive System; Ant Colony Optimization; Routing Protocol;
Conference_Titel :
Computer and Information Technology, 2008. ICCIT 2008. 11th International Conference on
Conference_Location :
Khulna
Print_ISBN :
978-1-4244-2135-0
Electronic_ISBN :
978-1-4244-2136-7
DOI :
10.1109/ICCITECHN.2008.4803126