dc.creator | Durán López, Lourdes | es |
dc.creator | Gutiérrez Galán, Daniel | es |
dc.creator | Domínguez Morales, Juan Pedro | es |
dc.creator | Ríos Navarro, José Antonio | es |
dc.creator | Tapiador Morales, Ricardo | es |
dc.creator | Jiménez Fernández, Ángel Francisco | es |
dc.creator | Cascado Caballero, Daniel | es |
dc.creator | Linares Barranco, Alejandro | es |
dc.date.accessioned | 2020-01-20T09:41:25Z | |
dc.date.available | 2020-01-20T09:41:25Z | |
dc.date.issued | 2019 | |
dc.identifier.citation | Durán López, L., Gutiérrez Galán, D., Domínguez Morales, J.P., Ríos Navarro, J.A., Tapiador Morales, R., Jiménez Fernández, Á.F.,...,Linares Barranco, A. (2019). A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring. En IJCCI 2019: 11th International Joint Conference on Computational Intelligence (516-621), Vienna, Austria: ScitePress Digital Library. | |
dc.identifier.isbn | 978-989-758-384-1 | es |
dc.identifier.uri | https://hdl.handle.net/11441/91897 | |
dc.description.abstract | Along with the proliferation of mobile devices and wireless signal coverage, IoT devices, such as smart wristbands
for monitoring its owner’s activity or sleep patterns, get great popularity. Wearable technology in human
life has become quite useful due to the information given (sleep hours, heart rate, etc). However, wearables
for animals does not give information about behaviour directly: they collect raw data that is sent to a server
where, after a post-processing step, the behaviour is known. In this work, we present a smart IoT device that
classifies different animal behaviours from the information obtained from on-board sensors using an embedded
neural network running in the device. This information is uploaded to a server through a wireless sensor
network based on Zigbee communication. The architecture of the device allows an easy assembly in a reduced
dimension wearable case. The firmware allows a modular functionality by activating or deactivating
modules independently, which improve the power efficiency of the device. The power consumption has been
analyzed, allowing the 1Ah battery to work the system during several days. A novel localization and distance
estimation technique (for 802.15.4 networks) is presented to recover a lost device in Do˜nana National Park
with unidirectional antennas and log-normalization distance estimation over RSSI. | es |
dc.description.sponsorship | Junta de Andalucía P12-TIC-1300 | es |
dc.description.sponsorship | Ministerio de Economía y Competitividad TEC2016-77785-P | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | ScitePress Digital Library | es |
dc.relation.ispartof | IJCCI 2019: 11th International Joint Conference on Computational Intelligence (2019), pp. 516-621. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Low-power | es |
dc.subject | Wearable | es |
dc.subject | Artificial intelligence | es |
dc.subject | Internet of Things | es |
dc.subject | Activity Monitoring | es |
dc.title | A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring | es |
dc.type | info:eu-repo/semantics/conferenceObject | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/submittedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Arquitectura y Tecnología de Computadores | es |
dc.relation.projectID | P12-TIC-1300 | es |
dc.relation.projectID | TEC2016-77785-P | es |
dc.relation.publisherversion | http://www.scitepress.org/DigitalLibrary/Link.aspx?doi=10.5220/0008493505160521 | es |
dc.identifier.doi | 10.5220/0008493505160521 | es |
dc.contributor.group | Universidad de Sevilla. TEP-108: Robótica y Tecnología de Computadores Aplicada a la Rehabilitación | es |
idus.format.extent | 6 | es |
dc.publication.initialPage | 516 | es |
dc.publication.endPage | 621 | es |
dc.eventtitle | IJCCI 2019: 11th International Joint Conference on Computational Intelligence | es |
dc.eventinstitution | Vienna, Austria | es |
dc.relation.publicationplace | Setúbal, Portugal | es |