|
View: |
Part 1: Document Description
|
|
Citation |
|
|---|---|
|
Title: |
CSI Dataset dichasus-adxx: ARENA2036: Distributed setup in industrial environment at 3.4GHz |
|
Identification Number: |
doi:10.18419/darus-4062 |
|
Distributor: |
DaRUS |
|
Date of Distribution: |
2024-02-29 |
|
Version: |
2 |
|
Bibliographic Citation: |
Euchner, Florian; Stephan, Phillip; Gauger, Marc; Ten Brink, Stephan, 2024, "CSI Dataset dichasus-adxx: ARENA2036: Distributed setup in industrial environment at 3.4GHz", https://doi.org/10.18419/darus-4062, DaRUS, V2 |
|
Citation |
|
|
Title: |
CSI Dataset dichasus-adxx: ARENA2036: Distributed setup in industrial environment at 3.4GHz |
|
Subtitle: |
Radio channel measurements generated by DICHASUS |
|
Identification Number: |
doi:10.18419/darus-4062 |
|
Authoring Entity: |
Euchner, Florian (Institute of Telecommunications, University of Stuttgart) |
|
Stephan, Phillip (Institute of Telecommunications, University of Stuttgart) |
|
|
Gauger, Marc (Institute of Telecommunications, University of Stuttgart) |
|
|
Ten Brink, Stephan (Institute of Telecommunications, University of Stuttgart) |
|
|
Distributor: |
DaRUS |
|
Access Authority: |
Head of Institute Office |
|
Depositor: |
Euchner, Florian |
|
Date of Deposit: |
2024-02-27 |
|
Holdings Information: |
https://doi.org/10.18419/darus-4062 |
|
Study Scope |
|
|
Keywords: |
Engineering, Channel State Information, CSI, MIMO, Massive MIMO, Joint Communication and Sensing, JCAS, Distributed Massive MIMO, Channel Charting, Channel Coefficients, Orthogonal Frequency-Division Multiplexing, OFDM, Subcarrier, Channel Sounding |
|
Abstract: |
Dataset containing channel state information (CSI) alongside ground truth data (position tags, timestamps) of a massive MIMO-OFDM system measured with the DICHASUS channel sounder. Measurement parameters and machine-readable file format descriptions are provided in a JSON file (spec.json). Channel measurements in the ARENA2036 research factory with known 3D pointcloud scan and video of environment. 64 antennas, arranged into four arrays. |
|
Methodology and Processing |
|
|
Sources Statement |
|
|
Data Access |
|
|
Other Study Description Materials |
|
|
Related Publications |
|
|
Citation |
|
|
Title: |
F. Euchner, M. Gauger, S. Dörner, S. ten Brink: "A Distributed Massive MIMO Channel Sounder for "Big CSI Data"-driven Machine Learning". In: WSA 2021 : 25th International ITG Workshop on Smart Antennas. Berlin : VDE Verlag, 2021 (ITG-Fachbericht 300), S. 289-294, ISBN: 978-3-8007-5686-5 |
|
Bibliographic Citation: |
F. Euchner, M. Gauger, S. Dörner, S. ten Brink: "A Distributed Massive MIMO Channel Sounder for "Big CSI Data"-driven Machine Learning". In: WSA 2021 : 25th International ITG Workshop on Smart Antennas. Berlin : VDE Verlag, 2021 (ITG-Fachbericht 300), S. 289-294, ISBN: 978-3-8007-5686-5 |
|
Label: |
dichasus-ad00.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad00.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad00.tfrecords |
|
Text: |
Robot follows a pseudorandom trajectory in the measurement area, part 1. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad01.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad01.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad01.tfrecords |
|
Text: |
Robot follows a pseudorandom trajectory in the measurement area, part 2. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad02.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad02.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad02.tfrecords |
|
Text: |
Robot follows a pattern of west / east meanders in the whole measurement area. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad03.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad03.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad03.tfrecords |
|
Text: |
Robot follows a short pattern of north / south meanders. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad04.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad04.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad04.tfrecords |
|
Text: |
Robot follows a (long) pattern of north / south meanders in the whole measurement area. A few datapoints in the middle may be missing (due to a tachymeter issue). |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad05.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad05.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad05.tfrecords |
|
Text: |
Robot follows a long, pseudorandom smooth trajectory in in the measurement area (part 1). |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad06.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad06.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad06.tfrecords |
|
Text: |
Robot follows a long, pseudorandom smooth trajectory in in the measurement area (part 2). |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad07.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad07.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad07.tfrecords |
|
Text: |
Robot leaves measurement area and ventures further back into the ARENA2036. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad08.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad08.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad08.tfrecords |
|
Text: |
Robot leaves measurement area and ventures further back into the ARENA2036, this time with higher receiver gain. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad09.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad09.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad09.tfrecords |
|
Text: |
Robot follows a pseudorandom trajectory in the whole measurement area. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad10.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad10.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad10.tfrecords |
|
Text: |
Robot follows a pattern of northeast / southwest meanders in the whole measurement area. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad11.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad11.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad11.tfrecords |
|
Text: |
Robot follows a pattern of northwest / southeast meanders in the whole measurement area. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad12.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad12.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad12.tfrecords |
|
Text: |
Robot follows a pattern of northwest / southeast meanders in the whole measurement area. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad13.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad13.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad13.tfrecords |
|
Text: |
Robot follows a figure 8-trajectory in the measurement area. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad14.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad14.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad14.tfrecords |
|
Text: |
Robot follows a circular trajectory in the measurement area. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad15.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad15.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad15.tfrecords |
|
Text: |
Robot follows a trajectory in the shape of the letters INUE. Person walking close to the measurement area. Letters are a bit wobbly. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad16.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad16.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad16.tfrecords |
|
Text: |
Robot follows a trajectory in the shape of the letters INUE. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad17.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad17.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad17.tfrecords |
|
Text: |
Robot trajectory is in the shape of a large (slightly wobbly) circle. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad18.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad18.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad18.tfrecords |
|
Text: |
Robot follows a pseudorandom trajectory in the entire measurement area, part 1. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad19.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad19.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad19.tfrecords |
|
Text: |
Robot follows a pseudorandom trajectory in the entire measurement area, part 2. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad21.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad21.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad21.tfrecords |
|
Text: |
Robot follows a figure 8-trajectory in the measurement area, the LoS to the antenna on top of the container is obstructed for parts of the trajectory. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad22.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad22.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad22.tfrecords |
|
Text: |
Robot follows a pseudorandom trajectory, part 1. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad23.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad23.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad23.tfrecords |
|
Text: |
Robot follows a pseudorandom trajectory, part 2. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad24.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad24.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad24.tfrecords |
|
Text: |
Robot follows a meandering trajectory behind the metallic wall. LoS partially obstructed for antenna on top of container. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad25.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad25.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad25.tfrecords |
|
Text: |
Short trajectory behind the metallic wall, higher robot speed. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad26.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad26.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad26.tfrecords |
|
Text: |
Robot drives around near the metallic wall, higher robot speed. |
|
Notes: |
application/octet-stream |
|
Label: |
dichasus-ad27.mkv |
|
Text: |
Video of the environment corresponding to CSI dataset dichasus-ad27.tfrecords |
|
Notes: |
video/x-matroska |
|
Label: |
dichasus-ad27.tfrecords |
|
Text: |
Robot drives around in the whole measurement area, sometimes very close to the wall, very high robot speed. |
|
Notes: |
application/octet-stream |
|
Label: |
spec.json |
|
Text: |
Machine-readable description file |
|
Notes: |
application/json |