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Design of IoT Gateway for Crop Growth Environmental Monitoring Based on Edge-Computing Technology

With the extensive use of the Internet of Things (IoT) in agriculture, the number of terminals are also grow rapidly. This will increase the network traffic and computing pressure of the centralized server. The centralized data processing mode used in traditional agriculture cannot meet the needs of...

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Autores principales: Dong, Mo, Yu, Haiye, Sun, Zhipeng, Wu, Mingzhi, Zhang, Lei, Sui, Yuanyuan, Yu, Guanghao, Han, Ting, Zhao, Ruohan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9303087/
https://www.ncbi.nlm.nih.gov/pubmed/35875755
http://dx.doi.org/10.1155/2022/8327006
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author Dong, Mo
Yu, Haiye
Sun, Zhipeng
Wu, Mingzhi
Zhang, Lei
Sui, Yuanyuan
Yu, Guanghao
Han, Ting
Zhao, Ruohan
author_facet Dong, Mo
Yu, Haiye
Sun, Zhipeng
Wu, Mingzhi
Zhang, Lei
Sui, Yuanyuan
Yu, Guanghao
Han, Ting
Zhao, Ruohan
author_sort Dong, Mo
collection PubMed
description With the extensive use of the Internet of Things (IoT) in agriculture, the number of terminals are also grow rapidly. This will increase the network traffic and computing pressure of the centralized server. The centralized data processing mode used in traditional agriculture cannot meet the needs of the Internet of everything era. This paper designs a gateway based on edge-computing technology for monitoring crop growth environment. It uses virtualized container technology to package long-range wide-area network (LoRaWAN) server, pest identification, and environmental information data fusion functions into images. It forms integrated operation mode of multiple function in agriculture. The gateway applies message-oriented middleware to standardize and customize the data transmission among functional modules, clouds, and edges. Through simulation and field test, the designed gateway can achieve the functions of each module at the same time, the resource utilization, and the transmission quality are stable. The edge-computing gateway has the advantages of low cost, low latency, and low power consumption which has practical significance.
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spelling pubmed-93030872022-07-22 Design of IoT Gateway for Crop Growth Environmental Monitoring Based on Edge-Computing Technology Dong, Mo Yu, Haiye Sun, Zhipeng Wu, Mingzhi Zhang, Lei Sui, Yuanyuan Yu, Guanghao Han, Ting Zhao, Ruohan Comput Intell Neurosci Research Article With the extensive use of the Internet of Things (IoT) in agriculture, the number of terminals are also grow rapidly. This will increase the network traffic and computing pressure of the centralized server. The centralized data processing mode used in traditional agriculture cannot meet the needs of the Internet of everything era. This paper designs a gateway based on edge-computing technology for monitoring crop growth environment. It uses virtualized container technology to package long-range wide-area network (LoRaWAN) server, pest identification, and environmental information data fusion functions into images. It forms integrated operation mode of multiple function in agriculture. The gateway applies message-oriented middleware to standardize and customize the data transmission among functional modules, clouds, and edges. Through simulation and field test, the designed gateway can achieve the functions of each module at the same time, the resource utilization, and the transmission quality are stable. The edge-computing gateway has the advantages of low cost, low latency, and low power consumption which has practical significance. Hindawi 2022-07-14 /pmc/articles/PMC9303087/ /pubmed/35875755 http://dx.doi.org/10.1155/2022/8327006 Text en Copyright © 2022 Mo Dong et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Dong, Mo
Yu, Haiye
Sun, Zhipeng
Wu, Mingzhi
Zhang, Lei
Sui, Yuanyuan
Yu, Guanghao
Han, Ting
Zhao, Ruohan
Design of IoT Gateway for Crop Growth Environmental Monitoring Based on Edge-Computing Technology
title Design of IoT Gateway for Crop Growth Environmental Monitoring Based on Edge-Computing Technology
title_full Design of IoT Gateway for Crop Growth Environmental Monitoring Based on Edge-Computing Technology
title_fullStr Design of IoT Gateway for Crop Growth Environmental Monitoring Based on Edge-Computing Technology
title_full_unstemmed Design of IoT Gateway for Crop Growth Environmental Monitoring Based on Edge-Computing Technology
title_short Design of IoT Gateway for Crop Growth Environmental Monitoring Based on Edge-Computing Technology
title_sort design of iot gateway for crop growth environmental monitoring based on edge-computing technology
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9303087/
https://www.ncbi.nlm.nih.gov/pubmed/35875755
http://dx.doi.org/10.1155/2022/8327006
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