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Using unlocated fingerprints in generation of WLAN maps for indoor positioning

Tutkimustuotosvertaisarvioitu

Standard

Using unlocated fingerprints in generation of WLAN maps for indoor positioning. / Raitoharju, Matti; Fadjukoff, Toni; Ali-Löytty, Simo; Piche, Robert.

2012 IEEE/ION Position Location and Navigation Symposium PLANS, 23-26 April 2012, Myrtle Beach, SC, USA. Piscataway, NJ : Institute of Electrical and Electronics Engineers IEEE, 2012. s. 576-583 12863832 (IEEE/ION Position Location and Navigation Symposium).

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Harvard

Raitoharju, M, Fadjukoff, T, Ali-Löytty, S & Piche, R 2012, Using unlocated fingerprints in generation of WLAN maps for indoor positioning. julkaisussa 2012 IEEE/ION Position Location and Navigation Symposium PLANS, 23-26 April 2012, Myrtle Beach, SC, USA., 12863832, IEEE/ION Position Location and Navigation Symposium, Institute of Electrical and Electronics Engineers IEEE, Piscataway, NJ, Sivut 576-583, IEEE/ION POSITION LOCATION AND NAVIGATION SYMPOSIUM, 1/01/00. https://doi.org/10.1109/PLANS.2012.6236930

APA

Raitoharju, M., Fadjukoff, T., Ali-Löytty, S., & Piche, R. (2012). Using unlocated fingerprints in generation of WLAN maps for indoor positioning. teoksessa 2012 IEEE/ION Position Location and Navigation Symposium PLANS, 23-26 April 2012, Myrtle Beach, SC, USA (Sivut 576-583). [12863832] (IEEE/ION Position Location and Navigation Symposium). Piscataway, NJ: Institute of Electrical and Electronics Engineers IEEE. https://doi.org/10.1109/PLANS.2012.6236930

Vancouver

Raitoharju M, Fadjukoff T, Ali-Löytty S, Piche R. Using unlocated fingerprints in generation of WLAN maps for indoor positioning. julkaisussa 2012 IEEE/ION Position Location and Navigation Symposium PLANS, 23-26 April 2012, Myrtle Beach, SC, USA. Piscataway, NJ: Institute of Electrical and Electronics Engineers IEEE. 2012. s. 576-583. 12863832. (IEEE/ION Position Location and Navigation Symposium). https://doi.org/10.1109/PLANS.2012.6236930

Author

Raitoharju, Matti ; Fadjukoff, Toni ; Ali-Löytty, Simo ; Piche, Robert. / Using unlocated fingerprints in generation of WLAN maps for indoor positioning. 2012 IEEE/ION Position Location and Navigation Symposium PLANS, 23-26 April 2012, Myrtle Beach, SC, USA. Piscataway, NJ : Institute of Electrical and Electronics Engineers IEEE, 2012. Sivut 576-583 (IEEE/ION Position Location and Navigation Symposium).

Bibtex - Lataa

@inproceedings{544213a9ea2f477180aaceed39b67b2d,
title = "Using unlocated fingerprints in generation of WLAN maps for indoor positioning",
abstract = "This paper presents five methods for generation of WLAN maps for indoor positioning using crowdsourced fingerprints. A fingerprint is assumed to contain identifiers of WLAN access points, received signal strength values and, if the fingerprint is collected outdoors, a GPS position. The proposed methods use the fingerprints’ information to generate a WLAN map that contains estimated access point locations. Two of the proposed methods use RSS values in access point location estimation. In our evaluation with simulations and with real data, the Access Point Least Squares method, which does not use RSS information, is the fastest and its accuracy is as good as more complex methods that use RSS information.",
author = "Matti Raitoharju and Toni Fadjukoff and Simo Ali-L{\"o}ytty and Robert Piche",
note = "Contribution: organisation=mat,FACT1=1<br/>Publisher name: Institute of Electrical and Electronics Engineers IEEE",
year = "2012",
doi = "10.1109/PLANS.2012.6236930",
language = "English",
isbn = "978-1-4673-0385-9",
series = "IEEE/ION Position Location and Navigation Symposium",
publisher = "Institute of Electrical and Electronics Engineers IEEE",
pages = "576--583",
booktitle = "2012 IEEE/ION Position Location and Navigation Symposium PLANS, 23-26 April 2012, Myrtle Beach, SC, USA",

}

RIS (suitable for import to EndNote) - Lataa

TY - GEN

T1 - Using unlocated fingerprints in generation of WLAN maps for indoor positioning

AU - Raitoharju, Matti

AU - Fadjukoff, Toni

AU - Ali-Löytty, Simo

AU - Piche, Robert

N1 - Contribution: organisation=mat,FACT1=1<br/>Publisher name: Institute of Electrical and Electronics Engineers IEEE

PY - 2012

Y1 - 2012

N2 - This paper presents five methods for generation of WLAN maps for indoor positioning using crowdsourced fingerprints. A fingerprint is assumed to contain identifiers of WLAN access points, received signal strength values and, if the fingerprint is collected outdoors, a GPS position. The proposed methods use the fingerprints’ information to generate a WLAN map that contains estimated access point locations. Two of the proposed methods use RSS values in access point location estimation. In our evaluation with simulations and with real data, the Access Point Least Squares method, which does not use RSS information, is the fastest and its accuracy is as good as more complex methods that use RSS information.

AB - This paper presents five methods for generation of WLAN maps for indoor positioning using crowdsourced fingerprints. A fingerprint is assumed to contain identifiers of WLAN access points, received signal strength values and, if the fingerprint is collected outdoors, a GPS position. The proposed methods use the fingerprints’ information to generate a WLAN map that contains estimated access point locations. Two of the proposed methods use RSS values in access point location estimation. In our evaluation with simulations and with real data, the Access Point Least Squares method, which does not use RSS information, is the fastest and its accuracy is as good as more complex methods that use RSS information.

U2 - 10.1109/PLANS.2012.6236930

DO - 10.1109/PLANS.2012.6236930

M3 - Conference contribution

SN - 978-1-4673-0385-9

T3 - IEEE/ION Position Location and Navigation Symposium

SP - 576

EP - 583

BT - 2012 IEEE/ION Position Location and Navigation Symposium PLANS, 23-26 April 2012, Myrtle Beach, SC, USA

PB - Institute of Electrical and Electronics Engineers IEEE

CY - Piscataway, NJ

ER -