State of the Art in Internet of Things Standards and Protocols for Precision Agriculture with an Approach to Semantic Interoperability

Network, Год журнала: 2025, Номер 5(2), С. 14 - 14

Опубликована: Апрель 21, 2025

The integration of Internet Things (IoT) technology into the agricultural sector enables collection and analysis large amounts data, facilitating greater control over internal processes, resulting in cost reduction improved quality final product. One main challenges designing an IoT system is need for interoperability among devices: different sensors collect information non-homogeneous formats, which are often incompatible with each other. Therefore, user forced to use platforms software consult making complex cumbersome. solution this problem lies adoption standard that standardizes output data. This paper first provides overview standards protocols used precision farming then presents a architecture designed measurements from translate them standard. selected based on state art tailored meet specific needs agriculture. With introduction connector device, can accommodate any number while maintaining data uniform format. Each type sensor associated intercepts intended database translates it format before forwarding central server. Finally, examples real presented illustrate operation connectors their role interoperable architecture, aiming combine flexibility ease low implementation costs.

Язык: Английский

A bidirectional reasoning approach for blood glucose control via invertible neural networks

Computer Methods and Programs in Biomedicine, Год журнала: 2025, Номер 269, С. 108844 - 108844

Опубликована: Май 27, 2025

Язык: Английский