Publicação
Fall detection system for elderly people
| dc.contributor.author | Igrejas, Getúlio | |
| dc.contributor.author | Amaral, Joana S. | |
| dc.contributor.author | Rodrigues, Pedro João | |
| dc.date.accessioned | 2014-09-23T14:14:48Z | |
| dc.date.available | 2014-09-23T14:14:48Z | |
| dc.date.issued | 2012 | |
| dc.description.abstract | accelerometer and a 3-axis gyroscope to measure linear acceleration and angular velocities, respectively. Information from both sensors is used to characterize movements through selected features extracted from raw data. A classification system based on a Feedforward Backpropagation Neural Network is then trained, based on the extracted features. The performed tests present low false positives and low false negatives rates with good specificity and sensitivity values. | por |
| dc.identifier.citation | Igrejas, G.; Amaral, J.S.; Rodrigues, P.J. (2012). Fall detection system for elderly people. In Proceedings of the International Conference on Biomedical Electronics and Devices (BIODEVICES 2012). Vilamoura. p.355-358 | por |
| dc.identifier.uri | http://hdl.handle.net/10198/10552 | |
| dc.language.iso | eng | por |
| dc.peerreviewed | yes | por |
| dc.subject | Fall detection | por |
| dc.subject | Neural network | por |
| dc.subject | Inertial sensors | por |
| dc.subject | Features selection | por |
| dc.subject | Embedded devices | por |
| dc.title | Fall detection system for elderly people | por |
| dc.type | conference paper | |
| dspace.entity.type | Publication | |
| oaire.citation.conferencePlace | Vilamoura | por |
| oaire.citation.endPage | 358 | por |
| oaire.citation.startPage | 355 | por |
| oaire.citation.title | Proceedings of the International Conference on Biomedical Electronics and Devices (BIODEVICES 2012) | por |
| person.familyName | Igrejas | |
| person.familyName | Amaral | |
| person.familyName | Rodrigues | |
| person.givenName | Getúlio | |
| person.givenName | Joana S. | |
| person.givenName | Pedro João | |
| person.identifier.ciencia-id | 5319-7DE8-BEDA | |
| person.identifier.ciencia-id | 1316-21BB-9015 | |
| person.identifier.orcid | 0000-0002-6820-8858 | |
| person.identifier.orcid | 0000-0002-3648-7303 | |
| person.identifier.orcid | 0000-0002-0555-2029 | |
| person.identifier.rid | M-8571-2013 | |
| person.identifier.scopus-author-id | 47761255900 | |
| rcaap.rights | restrictedAccess | por |
| rcaap.type | conferenceObject | por |
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