1. Asignació dinàmica de recursos basada en DRL en un entorn O-RAN/MEC
- Author
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Universitat Politècnica de Catalunya. Departament d'Enginyeria Telemàtica, Cervelló Pastor, Cristina, Purti Ramirez, Guillem, Universitat Politècnica de Catalunya. Departament d'Enginyeria Telemàtica, Cervelló Pastor, Cristina, and Purti Ramirez, Guillem
- Abstract
This project describes all the steps carried out for the understanding, design and validation of an O-RAN/MEC environment implemented in a private network located at an airport, where, by means of slices, an allocation will be carried out of resources where users will be classified in one slice or another depending on the requirements they demand. All this, to maintain the quality of service of the system. At first, all the elements and architectures that will be used further in the work are foing to be explained. Some of there are private networks, the core network, the O-RAN network, physical channels, the MEC and artificial intelligence, more in particular DQN. Secondly, once the theoretical principles are comprehended, an xApp, a component of O-RAN, will be developed to perform this slicing process. Moreover, all the tools and frameworks applied to the project will also be described. Finally, an amulation and validation of all the aspects incorporated into this work will be performed with the intention of determining if the application of slicing on the users truly preserves the quality of services while providing a better dedicated version of the resources., Objectius de Desenvolupament Sostenible::9 - Indústria, Innovació i Infraestructura, Objectius de Desenvolupament Sostenible::7 - Energia Assequible i No Contaminant
- Published
- 2024