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Dataset . 2026
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Dataset . 2025
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Two-Way-Ranging-based Cooperative Localization with an Open UWB Dataset from Bern-University (TWR-CLOUD-Bern)

Authors: Xenakis, Dimitrios; Di Maio, Antonio; Braun, Torsten;

Two-Way-Ranging-based Cooperative Localization with an Open UWB Dataset from Bern-University (TWR-CLOUD-Bern)

Abstract

TWR-CLOUD-Bern is an open ultra-wideband (UWB) two-way ranging (TWR) dataset for cooperative localization. It was collected with 40 Qorvo DWM3001C nodes over 12 scans covering more than 500 m² at the University of Bern, and provides ground-truth coordinates, node-to-node time-of-flight/range measurements, reception statistics, and protocol-stage statistics. The release includes four Python/Pandas measurement and statistics tables, JSON benchmark scenarios, Python and Java parsers, a deterministic release-generation script, and the official score_twr_cloud_bern.py scorer for comparable localization-output evaluation. Eleven scans support training and ranging-model development, while one independent scan supports held-out evaluation under anchor-free cooperative, anchor-aided cooperative, and anchor-only non-cooperative positioning modes. The complete technical documentation is available at twr-cloud.inf.unibe.ch.

Related Organizations
Keywords

Network Localization, Mesh ranging, Relative Positioning, Wireless Sensor Networks, Cooperative Localization

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average