A tinyml soft-sensor approach for low-cost detection and monitoring of vehicular emissions

P Andrade, I Silva, M Silva, T Flores, J Cassiano… - Sensors, 2022 - mdpi.com
Vehicles are the major source of air pollution in modern cities, emitting excessive levels of
CO2 and other noxious gases. Exploiting the OBD-II interface available on most vehicles …

An evolving tinyml compression algorithm for iot environments based on data eccentricity

G Signoretti, M Silva, P Andrade, I Silva, E Sisinni… - Sensors, 2021 - mdpi.com
Currently, the applications of the Internet of Things (IoT) generate a large amount of sensor
data at a very high pace, making it a challenge to collect and store the data. This scenario …

[HTML][HTML] An Evolving Multivariate Time Series Compression Algorithm for IoT Applications

H Costa, M Silva, I Sánchez-Gendriz, CMD Viegas… - Sensors, 2024 - mdpi.com
The Internet of Things (IoT) is transforming how devices interact and share data, especially
in areas like vehicle monitoring. However, transmitting large volumes of real-time data can …

A Multi-Layered Methodology for Driver Behavior Analysis Using TinyML and Edge Computing

M Medeiros, T Flores, M Silva… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
The rapid increase in vehicular sensor data and advances in Internet of Things (IoT)
technologies pose a dual challenge and opportunity for real-time traffic management and …

A Framework for Efficient Communication in IoT Applications in the Automotive Industry with OBD-II Edge

M Medeiros, M Azevedo, M Amaral… - 2023 Symposium on …, 2023 - ieeexplore.ieee.org
Driven by the Internet of Things (IoT) revolution, the automotive industry is transforming itself
significantly. Ve-hicles, once merely transportation machines, have now evolved into …

Automobiles Driving Data Recording Method Based on Internet of Vehicles and Blockchain Technologies

CS Hung, SH Chen, CHR Lin - International Conference on Genetic and …, 2023 - Springer
This paper proposes a method to record automobiles driving data by using Internet of
Vehicles (IoV) and blockchain technologies. The automobiles physical driving data are …

Análisis del estilo de conducción de un vehículo con motor MPI mediante el ciclo de emisiones reales RDE para determinar su influencia en el consumo de …

DM Olalla Nacimba, RI Parra Baño - 2023 - dspace.ups.edu.ec
El presente estudio se enfoca en el análisis del estilo de conducción de un piloto y cómo
este afecta el consumo de combustible. Para ello, se utiliza una estructura jerárquica de …

Context Aware Compression for Environmental Edge Devices using LPWAN

GI Auckland, MMY Kuo - … 2021–47th Annual Conference of the …, 2021 - ieeexplore.ieee.org
Internet-of-Things (IoT) devices and their sensors are capable of monitoring diverse
environments and generate a massive amount of data to be communicated to a sink node …

[引用][C] Abordagem para avaliar o comportamento do motorista em tempo real com TinyML

MA Medeiros - 2023 - … Federal do Rio Grande do Norte