Ponencia
A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring
Autor/es | Durán López, Lourdes
Gutiérrez Galán, Daniel Domínguez Morales, Juan Pedro Ríos Navarro, José Antonio Tapiador Morales, Ricardo Jiménez Fernández, Ángel Francisco Cascado Caballero, Daniel Linares Barranco, Alejandro |
Departamento | Universidad de Sevilla. Departamento de Arquitectura y Tecnología de Computadores |
Fecha de publicación | 2019 |
Fecha de depósito | 2020-01-20 |
Publicado en |
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ISBN/ISSN | 978-989-758-384-1 |
Resumen | 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 ... 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. |
Identificador del proyecto | P12-TIC-1300
TEC2016-77785-P |
Cita | 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. |
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