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giaIndoorLoc – Auto-labeled WLAN + IMU dataset generated via VI-SLAM2tag

Authors: Laska, Marius; Schulz, Till; Grottke, Jan; Blut, Christoph; Blankenbach, Jörg;

giaIndoorLoc – Auto-labeled WLAN + IMU dataset generated via VI-SLAM2tag

Abstract

This repository holds the data that belongs to the publication: M. Laska, T. Schulz, J. Grottke, C. Blut and J. Blankenbach, "VI-SLAM2tag: Low-Effort Labeled Dataset Collection for Fingerprinting-Based Indoor Localization", [arXiv:2207.02668] which is to appear at the 2022 IPIN conference. It is split into the following sub-parts: - giaIndoorLoc_raw: Raw data recorded via the VI-SLAM2tag android app (https://github.com/laskama/VI-SLAM2tag_app) - giaIndoorLoc: Annotated dataset (generated from giaIndoorLoc_raw) - evaluation_data: Raw trajectory data that is used during evaluation of labeling accuracy of VI-SLAM2tag (Control-Point + Total Station (Tachymeter)) - model_evaluation: Model weights of fitted models used during baseline performance section (VII-B) of paper. Required for reproducing experiments with repo (https://github.com/laskama/mCELindoorLoc) For a detailed description, please refer to the given paper and the additional github repositories that host the implementations: - https://github.com/laskama/VI-SLAM2tag_post - https://github.com/laskama/VI-SLAM2tag_app - https://github.com/laskama/mCELindoorLoc

Related Organizations
Keywords

indoor localization, SLAM, wlan fingerprinting

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This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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