The tum/proximityness dataset (v. 2020-02-18)
Dataset for evaluation of co-presence detection
Contributed by Michael Haus, Aaron Yi Ding, Jorg Ott.
We conducted a study with 126 subjects, over three months, collecting data from various sensors, that resulted in a multimodal dataset for co-presence detection. We publish a subset of the original data set in the period between 01.06.2018 and 15.06.2018 including Wi-Fi scans as proximity verification set, magnetometer as sensor data, the positions of Wi-Fi access points, and magnetometer's sensor hardware. This study has been published at IEEE PerCrowd 2020, M. Haus, A. Y. Ding, J. Ott, "Multimodal Co-Presence Detection with Varying Spatio-Temporal Granularity", in Proceedings of IEEE 3rd International Workshop on Context-awareness for Multi-device Pervasive and Mobile Computing (PerCrowd), 2020. DOI: http://doi.org/10.15783/c7-x43g-h794
details of the tum/proximityness dataset (v. 2020-02-18)
- last modified
-
2020-02-18
- nickname
-
proximityness
- institution
-
tum
- reason for most recent change
-
the initial version
- release date
-
2020-02-18
- date/time of measurement start
-
2018-6-1
- date/time of measurement end
-
2018-6-15
- website
-
www.crawdad.org/tum/proximityness
- network type
-
bluetooth
- network type
-
GSM (Global System for Mobile Communications)
- network type
-
GPS (Global Positioning System)
- network type
-
cellular network
This dataset contains the following 4 tracesets:
traceset1
first traceset
quick access to download the traceset
- download the proximity_verification_set_wifi.csv.gz (from the tum/proximityness/traceset1/trace1 trace) file
- from a CRAWDAD mirror: US
UK
size="43KB" type="csv.gz" md5="4c711ecbc03c5d50000252e72cfc7954"
traceset2
second traceset
quick access to download the traceset
- download the proximity_verification_set_wifi_positions.csv.gz (from the tum/proximityness/traceset2/trace2 trace) file
- from a CRAWDAD mirror: US
UK
size="43KB" type="csv.gz" md5="4c711ecbc03c5d50000252e72cfc7954"
traceset3
third traceset
quick access to download the traceset
- download the sensor_data_magnetometer.csv.gz (from the tum/proximityness/traceset3/trace3 trace) file
- from a CRAWDAD mirror: US
UK
size="43KB" type="csv.gz" md5="4c711ecbc03c5d50000252e72cfc7954"
traceset4
fourth traceset
quick access to download the traceset
- download the sensor_hardware_magnetometer.csv.gz (from the tum/proximityness/traceset4/trace4 trace) file
- from a CRAWDAD mirror: US
UK
size="43KB" type="csv.gz" md5="4c711ecbc03c5d50000252e72cfc7954"
how to cite this dataset
When writing a paper that uses CRAWDAD datasets, we would appreciate it if you could cite both the authors of the dataset and CRAWDAD itself, and identify the exact dataset using the appropriate version number. For this dataset, this citation would look like:
Michael Haus, Aaron Yi Ding, Jorg Ott, CRAWDAD dataset tum/proximityness (v. 2020‑02‑18), downloaded from https://crawdad.org/tum/proximityness/20200218, https://doi.org/10.15783/c7‑x43g‑h794, Feb 2020.
We also provide bibliographic information in common citation formats below:
@misc{tum-proximityness-20200218,
author = {Michael Haus and Aaron Yi Ding and Jorg Ott},
title = {{CRAWDAD} dataset tum/proximityness (v. 2020-02-18)},
howpublished = {Downloaded from \url{https://crawdad.org/tum/proximityness/20200218}},
doi = {10.15783/c7-x43g-h794},
month = feb,
year = 2020
}
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TY - DATA
TI - CRAWDAD dataset tum/proximityness (v. 2020-02-18)
UR - https://crawdad.org/tum/proximityness/20200218
PY - 2020/02/18/
AU - Michael Haus
AU - Aaron Yi Ding
AU - Jorg Ott
DO - 10.15783/c7-x43g-h794
ER -
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If you do not use the provided citation formats, please include a reference with the same information, as described in the CRAWDAD FAQ.
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