Anomaly Detection for Internet of Things Time Series Data Using Generative Adversarial Networks With Attention Mechanism in Smart Agriculture

Anomaly Detection for Internet of Things Time Series Data Using Generative Adversarial Networks With Attention Mechanism in Smart Agriculture

More recently, smart agriculture has received widespread attention, which is a deep combination of modern agriculture and the Internet of Things (IoT) technology. To achieve the aim of scientific cultivation and precise control, the agricultural environments are monitored in real time by using vario...

Full description

Bibliographic Details
Main Authors: Weijun Cheng, Tengfei Ma, Xiaoting Wang, Gang Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-06-01
Series:Frontiers in Plant Science
Subjects:
anomaly detection
smart agriculture
time series data
deep learning
generative adversarial network
attention mechanism
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.890563/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2022.890563/full

Similar Items