A Cognitive-Inspired Event-Based Control for Power-Aware Human Mobility Analysis in IoT Devices
| Audiencia | Público en general | es_ES |
| Cobertura | México | es_ES |
| Fecha de ingreso | 2026-09-15T00:30:19Z | |
| Fecha de publicación | 2019-01-01 | |
| Resumen | Mobile Edge Computing (MEC) relates to the deployment of decision-making processes at the network edge or mobile devices rather than in a centralized network entity like the cloud. This paradigm shift is acknowledged as one key pillar to enable autonomous operation and self-awareness in mobile devices in IoT. Under this paradigm, we focus on mobility-based services (MBSs), where mobile devices are expected to perform energy-efficient GPS data acquisition while also providing location accuracy. We rely on a fully on-device Cognitive Dynamic Systems (CDS) platform to propose and evaluate a cognitive controller aimed at both tackling the presence of uncertainties and exploiting the mobility information learned by such CDS toward energy-efficient and accurate location tracking via mobility-aware sampling policies. We performed a set of experiments and validated that the proposed control strategy outperformed similar approaches in terms of energy savings and spatio-temporal accuracy in LBS and MBS for smartphone devices. | es_ES |
| Doi | https://doi.org/10.3390/s19040832 | es_ES |
| URI | https://riuat.uat.edu.mx/handle/123456789/2260 | |
| Idioma | es | es_ES |
| Editorial | MDPI AG | es_ES |
| Relación | Sensors | es_ES |
| URL relacionado | https://doi.org/10.3390/s19040832 | es_ES |
| Derechos | Acceso abierto (Metadatos de producción científica) | es_ES |
| Licencia | http://purl.org/coar/access_right/c_abf2 | es_ES |
| Fuente | Sensors | |
| Título | A Cognitive-Inspired Event-Based Control for Power-Aware Human Mobility Analysis in IoT Devices | es_ES |
| Tipo | Artículo | es_ES |
| Arbitrado | Ha sido Arbitrado | es_ES |
| Autor | Pérez-Torres, Rafael | |
| Autor | Torres-Huitzil, César | |
| Autor | Galeana-Zapién, Hiram | |
| Autor | Pérez-Torres, Rafael | es_ES |
| Autor | Torres-Huitzil, César | es_ES |
| Autor | Galeana-Zapién, Hiram | es_ES |
| Institución | Universidad Autónoma de Tamaulipas | |
| Institución | Universidad Autónoma de Tamaulipas | es_ES |
| Número | 4 | es_ES |
| Rango de páginas | 832 | es_ES |
| URL relacionada | https://doi.org/10.3390/s19040832 | |
| Tipo de artículo | Indexado | |
| Tipo de artículo | Indexado | es_ES |
| Volumen | 19 | es_ES |