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Optimization of Routing and Gateway Allocation in Aeronautical Ad Hoc Networks Using Genetic Algorithms

Hoffmann, Felix and Medina, Daniel and Wolisz, Adam (2011) Optimization of Routing and Gateway Allocation in Aeronautical Ad Hoc Networks Using Genetic Algorithms. In: Conference Proceedings. 7th International Wireless Communications and Mobile Computing Conference (IWCMC), 5.-8. Juli 2011, Istanbul, Türkei.

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Abstract

In this paper, we present a Genetic Algorithm approach to solving the joint Internet gateway allocation, routing and scheduling problem in wireless ad hoc networks with the goal of minimizing the average packet delay in the network. We analyze the performance of the proposed Genetic Algorithm by means of simulations and compare the solution that it provides to a hop count based routing and gateway selection solution. We also investigate the benefits that can be achieved by optimizing only the allocation of Internet gateways or the routing. It is shown that the Genetic Algorithm provides significantly better performance in terms of delay and packet delivery ratio.

Item URL in elib:https://elib.dlr.de/69302/
Document Type:Conference or Workshop Item (Speech, Paper)
Title:Optimization of Routing and Gateway Allocation in Aeronautical Ad Hoc Networks Using Genetic Algorithms
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Hoffmann, FelixDLRUNSPECIFIED
Medina, DanielDLRUNSPECIFIED
Wolisz, AdamDLRUNSPECIFIED
Date:6 July 2011
Journal or Publication Title:Conference Proceedings
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:ad hoc network, MANET, genetic algorithm, aeronautical communications
Event Title:7th International Wireless Communications and Mobile Computing Conference (IWCMC)
Event Location:Istanbul, Türkei
Event Type:international Conference
Event Dates:5.-8. Juli 2011
HGF - Research field:Aeronautics, Space and Transport (old)
HGF - Program:Aeronautics
HGF - Program Themes:ATM and Operation (old)
DLR - Research area:Aeronautics
DLR - Program:L AO - Air Traffic Management and Operation
DLR - Research theme (Project):L - Communication, Navigation and Surveillance (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Institute of Communication and Navigation > Communications Systems
Deposited By: Hoffmann, Felix
Deposited On:15 Jul 2011 07:35
Last Modified:15 Jul 2011 07:35

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