A Smart Agricultural Monitoring System Based on Cloud Platform of Internet of Things

Shaowei Chen; Fangda Xu; Shengyue Wang; Yanping Huang; Pengfei Wen; Dengshan Huang; Shuai Zhao

doi:10.1109/ICPHM51084.2021.9486576

A Smart Agricultural Monitoring System Based on Cloud Platform of Internet of Things

Shaowei Chen, Fangda Xu, Shengyue Wang, Yanping Huang, Pengfei Wen, Dengshan Huang, Shuai Zhao

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

2 Citations (Scopus)

Abstract

The Internet of Things technology has greatly improved productivity, including agricultural production. In this paper, a smart agricultural monitoring system is constructed, and the Internet of Things technology is applied to improve agricultural production. First of all, the system uses monitoring sensors to collect data through the data collection network, so as to realize the real-time perception of soil condition and other environments needed by crop growth. Then, the collected information is fused on the data level, and the automatic control system is used to realize the on-off control of ventilation, irrigation, and supplementary light. Besides, we will also adopt the anomaly detection system to improve the reliability of the equipment. As a result, the degree of automaticity, remoteness, and refinement of the agricultural production is enhanced based on the accurate on-line monitoring realized by the proposed system.

Original language	English
Title of host publication	2021 IEEE International Conference on Prognostics and Health Management, ICPHM 2021
Publisher	IEEE (Institute of Electrical and Electronics Engineers)
Publication date	7 Jun 2021
Article number	9486576
ISBN (Print)	978-1-6654-2996-2
ISBN (Electronic)	978-1-6654-1970-3
DOIs	https://doi.org/10.1109/ICPHM51084.2021.9486576
Publication status	Published - 7 Jun 2021
Event	2021 IEEE International Conference on Prognostics and Health Management, ICPHM 2021 - Detroit, United States Duration: 7 Jun 2021 → 9 Jun 2021

Conference

Conference	2021 IEEE International Conference on Prognostics and Health Management, ICPHM 2021
Country/Territory	United States
City	Detroit
Period	07/06/2021 → 09/06/2021

Bibliographical note

Publisher Copyright:
© 2021 IEEE.

Keywords

Anomaly detection
IoT
Smart agricultural
STM32

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10.1109/ICPHM51084.2021.9486576

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Chen, S., Xu, F., Wang, S., Huang, Y., Wen, P., Huang, D., & Zhao, S. (2021). A Smart Agricultural Monitoring System Based on Cloud Platform of Internet of Things. In 2021 IEEE International Conference on Prognostics and Health Management, ICPHM 2021 Article 9486576 IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ICPHM51084.2021.9486576

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title = "A Smart Agricultural Monitoring System Based on Cloud Platform of Internet of Things",

abstract = "The Internet of Things technology has greatly improved productivity, including agricultural production. In this paper, a smart agricultural monitoring system is constructed, and the Internet of Things technology is applied to improve agricultural production. First of all, the system uses monitoring sensors to collect data through the data collection network, so as to realize the real-time perception of soil condition and other environments needed by crop growth. Then, the collected information is fused on the data level, and the automatic control system is used to realize the on-off control of ventilation, irrigation, and supplementary light. Besides, we will also adopt the anomaly detection system to improve the reliability of the equipment. As a result, the degree of automaticity, remoteness, and refinement of the agricultural production is enhanced based on the accurate on-line monitoring realized by the proposed system. ",

keywords = "Anomaly detection, IoT, Smart agricultural, STM32",

author = "Shaowei Chen and Fangda Xu and Shengyue Wang and Yanping Huang and Pengfei Wen and Dengshan Huang and Shuai Zhao",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 2021 IEEE International Conference on Prognostics and Health Management, ICPHM 2021 ; Conference date: 07-06-2021 Through 09-06-2021",

year = "2021",

month = jun,

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doi = "10.1109/ICPHM51084.2021.9486576",

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Chen, S, Xu, F, Wang, S, Huang, Y, Wen, P, Huang, D & Zhao, S 2021, A Smart Agricultural Monitoring System Based on Cloud Platform of Internet of Things. in 2021 IEEE International Conference on Prognostics and Health Management, ICPHM 2021., 9486576, IEEE (Institute of Electrical and Electronics Engineers), 2021 IEEE International Conference on Prognostics and Health Management, ICPHM 2021, Detroit, United States, 07/06/2021. https://doi.org/10.1109/ICPHM51084.2021.9486576

A Smart Agricultural Monitoring System Based on Cloud Platform of Internet of Things. / Chen, Shaowei; Xu, Fangda; Wang, Shengyue et al.
2021 IEEE International Conference on Prognostics and Health Management, ICPHM 2021. IEEE (Institute of Electrical and Electronics Engineers), 2021. 9486576.

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

TY - GEN

T1 - A Smart Agricultural Monitoring System Based on Cloud Platform of Internet of Things

AU - Chen, Shaowei

AU - Xu, Fangda

AU - Wang, Shengyue

AU - Huang, Yanping

AU - Wen, Pengfei

AU - Huang, Dengshan

AU - Zhao, Shuai

PY - 2021/6/7

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N2 - The Internet of Things technology has greatly improved productivity, including agricultural production. In this paper, a smart agricultural monitoring system is constructed, and the Internet of Things technology is applied to improve agricultural production. First of all, the system uses monitoring sensors to collect data through the data collection network, so as to realize the real-time perception of soil condition and other environments needed by crop growth. Then, the collected information is fused on the data level, and the automatic control system is used to realize the on-off control of ventilation, irrigation, and supplementary light. Besides, we will also adopt the anomaly detection system to improve the reliability of the equipment. As a result, the degree of automaticity, remoteness, and refinement of the agricultural production is enhanced based on the accurate on-line monitoring realized by the proposed system.

AB - The Internet of Things technology has greatly improved productivity, including agricultural production. In this paper, a smart agricultural monitoring system is constructed, and the Internet of Things technology is applied to improve agricultural production. First of all, the system uses monitoring sensors to collect data through the data collection network, so as to realize the real-time perception of soil condition and other environments needed by crop growth. Then, the collected information is fused on the data level, and the automatic control system is used to realize the on-off control of ventilation, irrigation, and supplementary light. Besides, we will also adopt the anomaly detection system to improve the reliability of the equipment. As a result, the degree of automaticity, remoteness, and refinement of the agricultural production is enhanced based on the accurate on-line monitoring realized by the proposed system.

KW - Anomaly detection

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KW - Smart agricultural

KW - STM32

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M3 - Article in proceeding

AN - SCOPUS:85114555184

SN - 978-1-6654-2996-2

BT - 2021 IEEE International Conference on Prognostics and Health Management, ICPHM 2021

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ER -

A Smart Agricultural Monitoring System Based on Cloud Platform of Internet of Things

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Keywords

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