Drive testing is a common practice by mobile operators to evaluate the performance and coverage of their deployed mobile communication systems. Drive testing is, however, a very expensive practice. Furthermore, due to the complexity of future 5G mobile networks, accurate and efficient ways of optimizing and evaluating coverage are needed. The dataset contains measurements from a deployed LTE-A mobile communication system and corresponding satellite images.

Instructions: 

The feature matrix

feature_matrix.csv

 

Contains the following features:

  • Longitude
  • Latitude
  • Speed (in km/h)
  • Distance (in km)
  • Distance_x
  • Distance_y
  • PCI (Integer)
  • PCI_64 (811 MHz base station) (one-hot encoding)
  • PCI_65 (811 MHz base station) (one-hot encoding)
  • PCI_302 (2630 MHz base station) (one-hot encoding)

 

The output matrix

output_matrix.csv

  • SINR (dB)
  • RSRP (dBm)
  • RSRQ (dB)
  • Power/RSSI (dBm)

 

Each row corresponds to an image in mapbox_api/*.png

 

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