CSI Dataset dichasus-adxx: ARENA2036: Distributed setup in industrial environment at 3.4GHz (doi:10.18419/darus-4062)

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Part 2: Study Description
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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

Study Description

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

Other Study-Related Materials

Label:

dichasus-ad00.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad00.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad00.tfrecords

Text:

Robot follows a pseudorandom trajectory in the measurement area, part 1.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad01.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad01.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad01.tfrecords

Text:

Robot follows a pseudorandom trajectory in the measurement area, part 2.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad02.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad02.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad02.tfrecords

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Robot follows a pattern of west / east meanders in the whole measurement area.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad03.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad03.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad03.tfrecords

Text:

Robot follows a short pattern of north / south meanders.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad04.mkv

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Video of the environment corresponding to CSI dataset dichasus-ad04.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

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

Other Study-Related Materials

Label:

dichasus-ad05.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad05.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad05.tfrecords

Text:

Robot follows a long, pseudorandom smooth trajectory in in the measurement area (part 1).

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad06.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad06.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad06.tfrecords

Text:

Robot follows a long, pseudorandom smooth trajectory in in the measurement area (part 2).

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad07.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad07.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad07.tfrecords

Text:

Robot leaves measurement area and ventures further back into the ARENA2036.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad08.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad08.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

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

Other Study-Related Materials

Label:

dichasus-ad09.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad09.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad09.tfrecords

Text:

Robot follows a pseudorandom trajectory in the whole measurement area.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad10.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad10.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad10.tfrecords

Text:

Robot follows a pattern of northeast / southwest meanders in the whole measurement area.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad11.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad11.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad11.tfrecords

Text:

Robot follows a pattern of northwest / southeast meanders in the whole measurement area.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad12.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad12.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad12.tfrecords

Text:

Robot follows a pattern of northwest / southeast meanders in the whole measurement area.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad13.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad13.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad13.tfrecords

Text:

Robot follows a figure 8-trajectory in the measurement area.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad14.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad14.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad14.tfrecords

Text:

Robot follows a circular trajectory in the measurement area.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad15.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad15.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

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

Other Study-Related Materials

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dichasus-ad16.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad16.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad16.tfrecords

Text:

Robot follows a trajectory in the shape of the letters INUE.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad17.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad17.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad17.tfrecords

Text:

Robot trajectory is in the shape of a large (slightly wobbly) circle.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad18.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad18.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad18.tfrecords

Text:

Robot follows a pseudorandom trajectory in the entire measurement area, part 1.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad19.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad19.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad19.tfrecords

Text:

Robot follows a pseudorandom trajectory in the entire measurement area, part 2.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad21.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad21.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

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

Other Study-Related Materials

Label:

dichasus-ad22.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad22.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad22.tfrecords

Text:

Robot follows a pseudorandom trajectory, part 1.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad23.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad23.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad23.tfrecords

Text:

Robot follows a pseudorandom trajectory, part 2.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad24.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad24.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

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

Other Study-Related Materials

Label:

dichasus-ad25.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad25.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad25.tfrecords

Text:

Short trajectory behind the metallic wall, higher robot speed.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad26.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad26.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

Label:

dichasus-ad26.tfrecords

Text:

Robot drives around near the metallic wall, higher robot speed.

Notes:

application/octet-stream

Other Study-Related Materials

Label:

dichasus-ad27.mkv

Text:

Video of the environment corresponding to CSI dataset dichasus-ad27.tfrecords

Notes:

video/x-matroska

Other Study-Related Materials

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

Other Study-Related Materials

Label:

spec.json

Text:

Machine-readable description file

Notes:

application/json