NDLI: Multicast Tree Computation for Group Communication in Mobile Networks using Optimization Techniques

Content Provider	IEEE Xplore Digital Library
Author	Gopalan, N.P. Mala, C. Shriram, R. Agarwal, S.
Copyright Year	2006
Description	Author affiliation: Dept. of Comput. Sci. & Eng., Nat. Inst. of Technol., Tiruchirappalli (Gopalan, N.P.; Mala, C.)
Abstract	Modern group communication based applications require multiple parameters to be considered for routing in a Cellular network. Traditional algorithms fail in the situations where these parameters frequently change due to the dynamism prevailing in the network. A new technique for topology discovery in these types of networks using ant colony optimization (ACO) has been proposed based on the restricted flooding principle. To provide a better quality of service in routing with multiple constraints, a genetic algorithm based routing has been proposed to find optimal routes within a shorter span of time than the traditional deterministic routing algorithms. Moreover, with the exponential growth in the number of mobile users, to enable a large number of users to participate in a group communication, a parallel genetic algorithm (GA) is proposed in this paper. Our simulation results show that the topology discovery using ant colony optimization is faster. The Call service rate using parallel genetic algorithm is more than that of sequential genetic algorithm and the Call blocking rate of parallel genetic algorithm is less than that of sequential genetic algorithm, for large number of routers in the network.
Starting Page	88
Ending Page	93
File Size	3654188
Page Count	6
File Format	PDF
ISBN	1424407311
DOI	10.1109/ISAHUC.2006.4290653
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-12-20
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Ant colony optimization topology discovery Quality of service Mobile communication Routing cellular network Genetic algorithms genetic algorithm Multicast algorithms Network topology Land mobile radio cellular systems call service rate ant colony Computer networks Mobile computing
Content Type	Text
Resource Type	Article

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