Long-Term WiFi Fingerprinting Dataset for Research on Robust Indoor Positioning

Germán Martín Mendoza-Silva, Philipp Richter, Joaquin Torres-Sospedra, Elena-Simona Lohan, Joaquin Huerta

    Tutkimustuotos: ArtikkeliScientificvertaisarvioitu

    41 Sitaatiot (Scopus)
    79 Lataukset (Pure)

    Abstrakti

    WiFi fingerprinting, one of the most popular methods employed in indoor positioning, currently faces two major problems: lack of robustness to short and long time signal changes and difficult reproducibility of new methods presented in the relevant literature. This paper presents a WiFi RSS (Received Signal Strength) database created to foster and ease research works that address the above-mentioned two problems. A trained professional took several consecutive fingerprints while standing at specific positions and facing specific directions. The consecutive fingerprints may enable the study of short-term signals variations. The data collection spanned over 15 months, and, for each month, one type of training datasets and five types of test datasets were collected. The measurements of a dataset type (training or test) were taken at the same positions and directions every month, in order to enable the analysis of long-term signal variations. The database is provided with supporting materials and software, which give more information about the collection environment and eases the database utilization, respectively. The WiFi measurements and the supporting materials are available at the Zenodo repository under the open-source MIT license.
    AlkuperäiskieliEnglanti
    Artikkeli3
    Sivumäärä17
    JulkaisuMDPI Data
    Vuosikerta3
    Numero1
    DOI - pysyväislinkit
    TilaJulkaistu - 16 tammik. 2018
    OKM-julkaisutyyppiA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä

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