In this thesis we are going to explore the problem of multifocal cells, i.e. telephonic cells that present an anomalous distribution in their geographical connection: users connect to those cells in positions distant from the repetitor of the cell and well distinct from each other with a high frequency, whilst it is expected that the signal degrades with the distance. \\ In this work we are going to describe a methodology to understand which cells have this problem using real world data and then we will analyze a possible solution for the positioning anomaly these cells create, using a data driven approach based on the creation of a repositioning algorithm in order to avoid errors in positioning due to the multifocality of the cell.

In this thesis we are going to explore the problem of multifocal cells, i.e. telephonic cells that present an anomalous distribution in their geographical connection: users connect to those cells in positions distant from the repetitor of the cell and well distinct from each other with a high frequency, whilst it is expected that the signal degrades with the distance. \\ In this work we are going to describe a methodology to understand which cells have this problem using real world data and then we will analyze a possible solution for the positioning anomaly these cells create, using a data driven approach based on the creation of a repositioning algorithm in order to avoid errors in positioning due to the multifocality of the cell.

The multifocal cells problem: a case study on the telephonic network

PIZZOLATO, ANDREA
2023/2024

Abstract

In this thesis we are going to explore the problem of multifocal cells, i.e. telephonic cells that present an anomalous distribution in their geographical connection: users connect to those cells in positions distant from the repetitor of the cell and well distinct from each other with a high frequency, whilst it is expected that the signal degrades with the distance. \\ In this work we are going to describe a methodology to understand which cells have this problem using real world data and then we will analyze a possible solution for the positioning anomaly these cells create, using a data driven approach based on the creation of a repositioning algorithm in order to avoid errors in positioning due to the multifocality of the cell.
2023
The multifocal cells problem: a case study on the telephonic network
In this thesis we are going to explore the problem of multifocal cells, i.e. telephonic cells that present an anomalous distribution in their geographical connection: users connect to those cells in positions distant from the repetitor of the cell and well distinct from each other with a high frequency, whilst it is expected that the signal degrades with the distance. \\ In this work we are going to describe a methodology to understand which cells have this problem using real world data and then we will analyze a possible solution for the positioning anomaly these cells create, using a data driven approach based on the creation of a repositioning algorithm in order to avoid errors in positioning due to the multifocality of the cell.
Big data
Telephonic cells
Clustering
File in questo prodotto:
File Dimensione Formato  
Tesi_Galileiana_Andrea_Pizzolato_definitiva.pdf

Accesso riservato

Dimensione 2.32 MB
Formato Adobe PDF
2.32 MB Adobe PDF

The text of this website © Università degli studi di Padova. Full Text are published under a non-exclusive license. Metadata are under a CC0 License

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.12608/98290