Análisis de la asignación de frecuencias como problema real en las redes de telecomunicaciones
In this research a real problem of telecommunications networks is analyzed, we intend to apply Meta heuristic techniques to problems of frequency allocation, using the algorithm Ant System (AS) in scenarios that simulate a GSM cellular network. The telecommunications industry has provided, and conti...
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| Tipo de recurso: | tesis de maestría |
| Estado: | Versión publicada |
| Fecha de publicación: | 2015 |
| País: | Ecuador |
| Institución: | Universidad Técnica Estatal de Quevedo |
| Repositorio: | Repositorio Universidad Técnica Estatal de Quevedo |
| Idioma: | español |
| OAI Identifier: | oai:repositorio.uteq.edu.ec:43000/1596 |
| Acceso en línea: | http://repositorio.uteq.edu.ec/handle/43000/1596 |
| Access Level: | acceso abierto |
| Palabra clave: | Asignación de frecuencias Problema real Redes de telecomunicaciones Algoritmo Ant System (AS) Algoritmo de Colonia de hormigas ACO Red celular GSM |
| Sumario: | In this research a real problem of telecommunications networks is analyzed, we intend to apply Meta heuristic techniques to problems of frequency allocation, using the algorithm Ant System (AS) in scenarios that simulate a GSM cellular network. The telecommunications industry has provided, and continues to provide, a lot of optimization problems that arise from the design of the communication system itself to some aspects of its operation and here are the Meta heuristic procedures which are a class of approximate methods they are designed to solve complex optimization problems, where the classic heuristics are not effective. The meta-heuristics provide a general framework to create new hybrid algorithms combining different concepts derived from artificial intelligence. Our research is based on comparing a simulated algorithm ACO ant colony with other algorithms used in the allocation of frequencies and analyze environment if the results are competitive with other algorithms. With all this we want to reach a mathematical modeling of optimization based on ant algorithms (ACO) for assignment of frequencies. |
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