Simulación de un algoritmo predictivo para la toma de decisiones en vertical HANDOVER para redes 4G LTE y Satelitales
Signal quality in mobile devices is an important factor that determines the efficiency and reliability of wireless communications. Within the improvement of communication systems, Vertical Hand Over is a critical process in network management, which allows the fluid transfer from one network connect...
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| Định dạng: | bachelorThesis |
| Ngôn ngữ: | spa |
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2025
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| Những chủ đề: | |
| Truy cập trực tuyến: | http://dspace.unach.edu.ec/handle/51000/14565 |
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Thêm thẻ | _version_ | 1862821879256973312 |
|---|---|
| author | Caisaguano Vega, Blanca Cecilia |
| author_facet | Caisaguano Vega, Blanca Cecilia |
| author_role | author |
| collection | Repositorio Universidad Nacional de Chimborazo |
| dc.contributor.none.fl_str_mv | Jinez Tapia, José Luis |
| dc.creator.none.fl_str_mv | Caisaguano Vega, Blanca Cecilia |
| dc.date.none.fl_str_mv | 2025-01-15T17:48:04Z 2025-01-15T17:48:04Z 2025-01-15 |
| dc.format.none.fl_str_mv | 91 páginas. |
| dc.identifier.none.fl_str_mv | Caisaguano V., Blanca C. (2024) Simulación de un algoritmo predictivo para la toma de decisiones en vertical HANDOVER para redes 4G LTE y Satelitales. (Tesis de grado). Universidad Nacional de Chimborazo. Riobamba, Ecuador. UNACH-EC-FI-IETEL http://dspace.unach.edu.ec/handle/51000/14565 |
| dc.language.none.fl_str_mv | spa |
| dc.publisher.none.fl_str_mv | Riobamba |
| dc.rights.none.fl_str_mv | http://creativecommons.org/licenses/by-nc-sa/3.0/ec/ info:eu-repo/semantics/openAccess |
| dc.source.none.fl_str_mv | reponame:Repositorio Universidad Nacional de Chimborazo instname:Universidad Nacional de Chimborazo instacron:UNACH |
| dc.subject.none.fl_str_mv | BER SNR Latencia Algoritmo |
| dc.title.none.fl_str_mv | Simulación de un algoritmo predictivo para la toma de decisiones en vertical HANDOVER para redes 4G LTE y Satelitales |
| dc.type.none.fl_str_mv | info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/bachelorThesis |
| description | Signal quality in mobile devices is an important factor that determines the efficiency and reliability of wireless communications. Within the improvement of communication systems, Vertical Hand Over is a critical process in network management, which allows the fluid transfer from one network connection to another. In the present study, the simulation of a predictive algorithm for vertical handover decision-making for 4G LTE and Satellite networks was carried out, for which parameters such as latency, BER, SNR, signal level, and quality were identified. signals of a wireless system were also considered. A simulation was generated in Matlab for the collection of 3000 data points that allows the estimation of these parameters based on the distance with respect to the network. Simulation tests of the predictive algorithm showed an accuracy of 80% and a precision of 96.9%, demonstrating a reliable system that allows the correct prediction of the Vertical Hand Over in the analysed networks based on the detected quality parameters. |
| eu_rights_str_mv | openAccess |
| format | bachelorThesis |
| id | UNACH_9458d442efcfa484d22ee7820fa2ae6c |
| identifier_str_mv | Caisaguano V., Blanca C. (2024) Simulación de un algoritmo predictivo para la toma de decisiones en vertical HANDOVER para redes 4G LTE y Satelitales. (Tesis de grado). Universidad Nacional de Chimborazo. Riobamba, Ecuador. UNACH-EC-FI-IETEL |
| instacron_str | UNACH |
| institution | UNACH |
| instname_str | Universidad Nacional de Chimborazo |
| language | spa |
| network_acronym_str | UNACH |
| network_name_str | Repositorio Universidad Nacional de Chimborazo |
| oai_identifier_str | oai:localhost:51000/14565 |
| publishDate | 2025 |
| publisher.none.fl_str_mv | Riobamba |
| reponame_str | Repositorio Universidad Nacional de Chimborazo |
| repository.mail.fl_str_mv | . |
| repository.name.fl_str_mv | Repositorio Universidad Nacional de Chimborazo - Universidad Nacional de Chimborazo |
| repository_id_str | 0 |
| rights_invalid_str_mv | http://creativecommons.org/licenses/by-nc-sa/3.0/ec/ |
| spelling | Simulación de un algoritmo predictivo para la toma de decisiones en vertical HANDOVER para redes 4G LTE y SatelitalesCaisaguano Vega, Blanca CeciliaBERSNRLatenciaAlgoritmoSignal quality in mobile devices is an important factor that determines the efficiency and reliability of wireless communications. Within the improvement of communication systems, Vertical Hand Over is a critical process in network management, which allows the fluid transfer from one network connection to another. In the present study, the simulation of a predictive algorithm for vertical handover decision-making for 4G LTE and Satellite networks was carried out, for which parameters such as latency, BER, SNR, signal level, and quality were identified. signals of a wireless system were also considered. A simulation was generated in Matlab for the collection of 3000 data points that allows the estimation of these parameters based on the distance with respect to the network. Simulation tests of the predictive algorithm showed an accuracy of 80% and a precision of 96.9%, demonstrating a reliable system that allows the correct prediction of the Vertical Hand Over in the analysed networks based on the detected quality parameters.La calidad de la señal en dispositivos móviles es un factor importante que determina la eficiencia y confiabilidad de las comunicaciones inalámbricas. Dentro de la mejora en sistemas de comunicación, El Vertical Hand Over es un proceso crítico en la gestión de redes, el cual permite la transferencia fluida de una conexión de red a otra. En el presente estudio se realiza la simulación de un algoritmo predictivo para la toma de decisiones en vertical Hand Over para redes 4G LTE y Satelitales, para lo cual se identificaron parámetros como en la latencia, BER, SNR y Nivel de Señal, en la calidad de señales de un sistema inalámbrico. Se genera una simulación en Matlab para la recopilación de 3000 datos que permiten la estimación de estos parámetros en base a la distancia con respecto a la red. Las pruebas de simulación del algoritmo predictivo mostraron una exactitud del 80% y una precisión del 96.9%, demostrando un sistema confiable que permite la predicción correcta del Vertical Hand Over en las redes analizadas en base de los parámetros de calidad detectados.UNACH, Ecuador.RiobambaJinez Tapia, José Luis2025-01-15T17:48:04Z2025-01-15T17:48:04Z2025-01-15info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/bachelorThesis91 páginas.Caisaguano V., Blanca C. (2024) Simulación de un algoritmo predictivo para la toma de decisiones en vertical HANDOVER para redes 4G LTE y Satelitales. (Tesis de grado). Universidad Nacional de Chimborazo. Riobamba, Ecuador.UNACH-EC-FI-IETELhttp://dspace.unach.edu.ec/handle/51000/14565spahttp://creativecommons.org/licenses/by-nc-sa/3.0/ec/info:eu-repo/semantics/openAccessreponame:Repositorio Universidad Nacional de Chimborazoinstname:Universidad Nacional de Chimborazoinstacron:UNACH2025-01-23T09:23:27Zoai:localhost:51000/14565Institucionalhttp://dspace.unach.edu.ec/Universidad públicahttps://www.unach.edu.ec/http://dspace.unach.edu.ec/oai.Ecuador...opendoar:02025-01-23T09:23:27Repositorio Universidad Nacional de Chimborazo - Universidad Nacional de Chimborazofalse |
| spellingShingle | Simulación de un algoritmo predictivo para la toma de decisiones en vertical HANDOVER para redes 4G LTE y Satelitales Caisaguano Vega, Blanca Cecilia BER SNR Latencia Algoritmo |
| status_str | publishedVersion |
| title | Simulación de un algoritmo predictivo para la toma de decisiones en vertical HANDOVER para redes 4G LTE y Satelitales |
| title_full | Simulación de un algoritmo predictivo para la toma de decisiones en vertical HANDOVER para redes 4G LTE y Satelitales |
| title_fullStr | Simulación de un algoritmo predictivo para la toma de decisiones en vertical HANDOVER para redes 4G LTE y Satelitales |
| title_full_unstemmed | Simulación de un algoritmo predictivo para la toma de decisiones en vertical HANDOVER para redes 4G LTE y Satelitales |
| title_short | Simulación de un algoritmo predictivo para la toma de decisiones en vertical HANDOVER para redes 4G LTE y Satelitales |
| title_sort | Simulación de un algoritmo predictivo para la toma de decisiones en vertical HANDOVER para redes 4G LTE y Satelitales |
| topic | BER SNR Latencia Algoritmo |
| url | http://dspace.unach.edu.ec/handle/51000/14565 |