Signal Prediction on Catalonia Cell Coverage

Yang Xing; Xinyue Zeng; Farshid Alizadeh-Shabdiz

Computer Science and Education in Computer Science. 19th EAI International Conference, CSECS 2023, Boston, MA, USA, June 28–29, 2023, Proceedings

Research Article

Signal Prediction on Catalonia Cell Coverage

Cite: BibTeX Plain Text

@INPROCEEDINGS{10.1007/978-3-031-44668-9_5,
    author={Yang Xing and Xinyue Zeng and Farshid Alizadeh-Shabdiz},
    title={Signal Prediction on Catalonia Cell Coverage},
    proceedings={Computer Science and Education in Computer Science. 19th EAI International Conference, CSECS 2023, Boston, MA, USA, June 28--29, 2023, Proceedings},
    proceedings_a={CSECS},
    year={2023},
    month={10},
    keywords={Spark Classification Regression Stacking Model Evaluation},
    doi={10.1007/978-3-031-44668-9_5}
}

Yang Xing
Xinyue Zeng
Farshid Alizadeh-Shabdiz
Year: 2023
Signal Prediction on Catalonia Cell Coverage
CSECS
Springer
DOI: 10.1007/978-3-031-44668-9_5

Yang Xing¹, Xinyue Zeng¹^,*, Farshid Alizadeh-Shabdiz¹

1: Boston University Metropolitan College, Boston

*Contact email: zengxiny@bu.edu

Abstract

The GenCat Mobile Coverage app is designed to collect information on the mobile telephone network coverage in Catalonia. Through an Android app, citizens can contribute to this initiative by recording data. The dataset compiled by the platform offers a comprehensive view of the data collected between 2015 and 2017, encompassing 20 features with 11,744,914 observations. This research aims to predict signal strengths of the mobile network in Catalonia using various factors, including location, network supplier, signal strength and other relevant features.

Keywords: Spark Classification Regression Stacking Model Evaluation

Published: 2023-10-11
Appears in: SpringerLink

: http://dx.doi.org/10.1007/978-3-031-44668-9_5

Signal Prediction on Catalonia Cell Coverage

Abstract

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