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First Name: 
Jakob
Last Name: 
Thrane

Datasets & Competitions

Drive test measurements of deployed LTE base stations located at and around the campus of The Technical Unversity of Denmark. Metrics of signal quality are obtained using TSMW equipment with a vehicle driving around the area. In addition to the radio measurements, a GNSS receiver is utilized for additional localization metrics. Approximate altitude information is provided by the GNSS. 

Instructions: 

The csv contains the necessary headers for the data. This includes specifically the following columns:

 

[Date,Time,UTC,Latitude,Longitude,Altitude,Speed,Heading, #Sat, EARFCN, Frequency, PCI, MCC, MNC, TAC, CI, eNodeB-ID, cellID, BW,SymPerSlot,Power,SINR,RSRP,RSRQ,4G-Drift,Sigma-4G-Drift,TimeOfArrival,TimeOfArrivalFN]

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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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