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Robust estimation of a reception region from location fingerprints

Tutkimustuotosvertaisarvioitu

Standard

Robust estimation of a reception region from location fingerprints. / Piche, Robert.

2011 International Conference on Localization and GNSS ICL-GNSS June 29-30, 2011 Tampere, Finland. Piscataway, NJ : IEEE, 2011. s. 31-35 (International Conference on Localization and GNSS ICL-GNSS).

Tutkimustuotosvertaisarvioitu

Harvard

Piche, R 2011, Robust estimation of a reception region from location fingerprints. julkaisussa 2011 International Conference on Localization and GNSS ICL-GNSS June 29-30, 2011 Tampere, Finland. International Conference on Localization and GNSS ICL-GNSS, IEEE, Piscataway, NJ, Sivut 31-35. https://doi.org/10.1109/ICL-GNSS.2011.5955261

APA

Piche, R. (2011). Robust estimation of a reception region from location fingerprints. teoksessa 2011 International Conference on Localization and GNSS ICL-GNSS June 29-30, 2011 Tampere, Finland (Sivut 31-35). (International Conference on Localization and GNSS ICL-GNSS). Piscataway, NJ: IEEE. https://doi.org/10.1109/ICL-GNSS.2011.5955261

Vancouver

Piche R. Robust estimation of a reception region from location fingerprints. julkaisussa 2011 International Conference on Localization and GNSS ICL-GNSS June 29-30, 2011 Tampere, Finland. Piscataway, NJ: IEEE. 2011. s. 31-35. (International Conference on Localization and GNSS ICL-GNSS). https://doi.org/10.1109/ICL-GNSS.2011.5955261

Author

Piche, Robert. / Robust estimation of a reception region from location fingerprints. 2011 International Conference on Localization and GNSS ICL-GNSS June 29-30, 2011 Tampere, Finland. Piscataway, NJ : IEEE, 2011. Sivut 31-35 (International Conference on Localization and GNSS ICL-GNSS).

Bibtex - Lataa

@inproceedings{f544b876e7954d67b76b4bab7ea78933,
title = "Robust estimation of a reception region from location fingerprints",
abstract = "A method for fitting an ellipse-shaped reception region to a set of location-stamped radio signal reception reports, or location fingerprints, is presented. Reports are modelled as having a multivariate Student distribution. The method is less sensitive to outliers than existing smallest-enclosing ellipse and Normal-distribution based methods. A Gibbs sampling algorithm and an Expectation-Maximisation algorithm to compute ellipse parameters are presented.",
author = "Robert Piche",
note = "ei ut-numeroa 3.5.2014<br/>Contribution: organisation=mat,FACT1=1",
year = "2011",
doi = "10.1109/ICL-GNSS.2011.5955261",
language = "English",
isbn = "978-1-4577-0186-3",
series = "International Conference on Localization and GNSS ICL-GNSS",
publisher = "IEEE",
pages = "31--35",
booktitle = "2011 International Conference on Localization and GNSS ICL-GNSS June 29-30, 2011 Tampere, Finland",

}

RIS (suitable for import to EndNote) - Lataa

TY - GEN

T1 - Robust estimation of a reception region from location fingerprints

AU - Piche, Robert

N1 - ei ut-numeroa 3.5.2014<br/>Contribution: organisation=mat,FACT1=1

PY - 2011

Y1 - 2011

N2 - A method for fitting an ellipse-shaped reception region to a set of location-stamped radio signal reception reports, or location fingerprints, is presented. Reports are modelled as having a multivariate Student distribution. The method is less sensitive to outliers than existing smallest-enclosing ellipse and Normal-distribution based methods. A Gibbs sampling algorithm and an Expectation-Maximisation algorithm to compute ellipse parameters are presented.

AB - A method for fitting an ellipse-shaped reception region to a set of location-stamped radio signal reception reports, or location fingerprints, is presented. Reports are modelled as having a multivariate Student distribution. The method is less sensitive to outliers than existing smallest-enclosing ellipse and Normal-distribution based methods. A Gibbs sampling algorithm and an Expectation-Maximisation algorithm to compute ellipse parameters are presented.

U2 - 10.1109/ICL-GNSS.2011.5955261

DO - 10.1109/ICL-GNSS.2011.5955261

M3 - Conference contribution

SN - 978-1-4577-0186-3

T3 - International Conference on Localization and GNSS ICL-GNSS

SP - 31

EP - 35

BT - 2011 International Conference on Localization and GNSS ICL-GNSS June 29-30, 2011 Tampere, Finland

PB - IEEE

CY - Piscataway, NJ

ER -