IMU and magnetometer modeling for smartphone-based PDR
dc.contributor | Aalto-yliopisto | fi |
dc.contributor | Aalto University | en |
dc.contributor.author | Hostettler, Roland | en_US |
dc.contributor.author | Särkkä, Simo | en_US |
dc.contributor.department | Department of Electrical Engineering and Automation | en |
dc.contributor.groupauthor | Helsinki Institute for Information Technology (HIIT) | en |
dc.contributor.groupauthor | Sensor Informatics and Medical Technology | en |
dc.date.accessioned | 2017-10-15T20:57:03Z | |
dc.date.available | 2017-10-15T20:57:03Z | |
dc.date.issued | 2016-11-14 | en_US |
dc.description.abstract | In this paper, IMU and magnetometer models that enable pedestrian dead-reckoning without step detection or zero velocity updates on hand-held devices such as smartphones are proposed. The models are suitable for usage with any standard Bayesian filtering or smoothing technique and thus, do not require customized estimators. The method is evaluated in a real scenario using a dataset of approximately three minutes with a trajectory length of 302m. It is found that the overall shape of the estimated trajectory matches well with the GPS reference trajectory with an estimated trajectory length of 293 m. Some problems in the heading estimation are observed. | en |
dc.description.version | Peer reviewed | en |
dc.format.mimetype | application/pdf | en_US |
dc.identifier.citation | Hostettler, R & Särkkä, S 2016, IMU and magnetometer modeling for smartphone-based PDR . in 2016 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2016 ., 7743695, International Conference on Indoor Positioning and Indoor Navigation, IEEE, International Conference on Indoor Positioning and Indoor Navigation, Madrid, Spain, 04/10/2016 . https://doi.org/10.1109/IPIN.2016.7743695 | en |
dc.identifier.doi | 10.1109/IPIN.2016.7743695 | en_US |
dc.identifier.isbn | 9781509024254 | |
dc.identifier.issn | 2162-7347 | |
dc.identifier.issn | 2471-917X | |
dc.identifier.other | PURE UUID: e7b463c2-9c2a-4bce-8f31-c8787669b5c6 | en_US |
dc.identifier.other | PURE ITEMURL: https://research.aalto.fi/en/publications/e7b463c2-9c2a-4bce-8f31-c8787669b5c6 | en_US |
dc.identifier.other | PURE LINK: http://www.scopus.com/inward/record.url?scp=85003875733&partnerID=8YFLogxK | en_US |
dc.identifier.other | PURE FILEURL: https://research.aalto.fi/files/15093341/2016_ipin.pdf | en_US |
dc.identifier.uri | https://aaltodoc.aalto.fi/handle/123456789/28332 | |
dc.identifier.urn | URN:NBN:fi:aalto-201710157192 | |
dc.language.iso | en | en |
dc.publisher | Institute of Electrical and Electronics Engineers Inc. | |
dc.relation.ispartof | International Conference on Indoor Positioning and Indoor Navigation | en |
dc.relation.ispartofseries | 2016 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2016 | en |
dc.relation.ispartofseries | International Conference on Indoor Positioning and Indoor Navigation | en |
dc.rights | openAccess | en |
dc.title | IMU and magnetometer modeling for smartphone-based PDR | en |
dc.type | A4 Artikkeli konferenssijulkaisussa | fi |
dc.type.version | acceptedVersion |