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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/ | ||||||||||||
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| Document Type: | Conference or Workshop Item (Speech, Paper) | ||||||||||||
| Title: | Optimization of Routing and Gateway Allocation in Aeronautical Ad Hoc Networks Using Genetic Algorithms | ||||||||||||
| Authors: |
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| 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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