Título:
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A rule-based solution search methodology for self-optimization in cellular networks
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Autor/a:
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Sánchez González, Juan; Pérez Romero, Jordi; Sallent Roig, José Oriol
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Otros autores:
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Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions; Universitat Politècnica de Catalunya. GRCM - Grup de Recerca en Comunicacions Mòbils |
Abstract:
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This letter presents a rule-based solution search
(RBSS) algorithm for self-optimization in a cellular network. It
improves the solution search process of classical optimization
methodologies by including a set of rules that capture the knowledge
of how a given problem can be solved. The results obtained
in a scenario using measurements from a real network reveal that
including the RBSS algorithm achieves reductions of up to 60%
and 90% in the convergence time of Particle Swarm and Genetic
Algorithms, respectively. |
Abstract:
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Peer Reviewed |
Materia(s):
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-Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Radiocomunicació i exploració electromagnètica::Comunicacions mòbils -Mobile communication systems -Self-optimization -Self-organizing networks (SON) -Cellular networks -Cell coverage -Cell overlap -Comunicacions mòbils, Sistemes de |
Derechos:
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Tipo de documento:
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Artículo - Versión publicada Artículo |
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