Datasets
Standard Dataset
LTE Pathloss Measurements with Sector Orientations and eNodeB Positions
- Citation Author(s):
- Submitted by:
- Lukas Eller
- Last updated:
- Mon, 09/13/2021 - 04:13
- DOI:
- 10.21227/8h71-sa51
- Data Format:
- License:
598 ViewsAbstract
This is the dataset for the paper Bayesian Inference of Sector Orientation in LTE Networks based on End-User Measurements published at VTC 2021 - Fall.
It includes a set of Drive-Test RSRP Pathloss Measurements with their relative position to the corresponding eNodeB. In total it contains data for 91 three-sector eNodeBs, which results in 273 sectors.
The measurements were conducted with an PCTEL MXFlex Scanning Receiver in an operational LTE network, where both the eNodeB position and Sector orientation are confirmed by a major Austrian network operator.
Besides the sector orientation use-case the dataset might also be of interest for of eNodeB localization.
The reference implementation for the inference of the Sector Orientation from the measurements is provided in the following repository: https://squid.nt.tuwien.ac.at/gitlab/leller/vtc2021-sector-inference
The data is provided in the human-readable json format. In total there is one file for each of the three measurement campaigns, two in the 1800Mhz band and one in the 800Mhz band.
Each of the measurement sample contains the following data:
- Relative position to the serving eNodeB in meters
- Azimuth from the serving eNodeB to the location of measurement in degrees.
- Value of pathloss measurement in dBm. Note, that the pathloss was derived from the RSRP measurements under the assumption of a transmit power of 25dBm for each sector.
Dataset Files
- RSRP Pathloss measurements in the 800Mhz band. pathloss_measurements_800.json (1.14 MB)
- RSRP Pathloss measurements in the 1800Mhz band pathloss_measurements_1800_1.json (1.21 MB)
- RSRP Pathloss measurements in the 1800Mhz band pathloss_measurements_1800_2.json (1.38 MB)
Comments
Need the dataset for experimentation