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
- Categories:
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