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A multi-device and multi-operator dataset from mobile network coverage on Android devices.

Vandermi Silva1,2, Gabriel Tavares1,2, Carlos Freitas1,2

  • 1Institute of Computing, Federal University of Amazonas, Av. Gen. Rodrigo Octávio, 6200 Setor Norte do Campus Universitário - Coroado, Manaus, AM, Brazil.

Data in Brief
|December 17, 2024
PubMed
Summary
This summary is machine-generated.

This study introduces a comprehensive dataset on mobile network performance, crucial for understanding signal quality in diverse environments. The data aids in evaluating mobile telephony metrics, especially with evolving 5G networks.

Keywords:
4G LTE technologyMobile network coverageNetwork performanceRadio parametersSignal strength

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Area of Science:

  • Telecommunications Engineering
  • Data Science
  • Mobile Network Analysis

Background:

  • Increasing demand for mobile coverage and signal quality.
  • Growing complexity of mobile network environments with 5G deployment.
  • Need for robust data to assess mobile network performance.

Purpose of the Study:

  • To develop a comprehensive dataset for evaluating mobile network behavior.
  • To capture radio parameters and signal quality metrics.
  • To analyze mobile network performance in the Amazon region.

Main Methods:

  • Development of an Android application using Kotlin for real-time data collection.
  • Collection of 33 radio parameters, generating over 736,000 records.
  • Post-processing data using data science techniques and storing in Mendeley.
  • Segmentation of data by geographical regions (Manaus, Solimões, Amazonas rivers).

Main Results:

  • Creation of a large-scale dataset with detailed mobile network metrics.
  • Data collected from urban and riverine areas in the Amazon.
  • Dataset structured for improved experimental performance and analysis.

Conclusions:

  • The developed dataset provides valuable insights into mobile network performance.
  • Essential for research on signal quality and mobile telephony metrics.
  • Supports the evaluation of network behavior in complex environments.