Survey of Intelligent Agricultural IoT Based on 5G

被引:28
作者
Liu, Jun [1 ]
Shu, Lei [2 ,3 ]
Lu, Xu [4 ]
Liu, Ye [2 ]
机构
[1] Guangdong Polytech Normal Univ, Sch Automat, Guangzhou 510665, Peoples R China
[2] Nanjing Agr Univ, Coll Artif Intelligence, Nanjing 210095, Peoples R China
[3] Univ Lincoln, Sch Engn, Lincoln LN6 7TS, England
[4] Guangdong Polytech Normal Univ, Sch Comp Sci, Guangzhou 510665, Peoples R China
基金
中国国家自然科学基金;
关键词
5G; smart agriculture; IoT; monitoring; deep learning; cloud-edge; SMART AGRICULTURE; INTERNET; THINGS; CHALLENGES; TECHNOLOGIES; NETWORKS; SECURITY; DEPLOYMENT; FUTURE;
D O I
10.3390/electronics12102336
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the future, agriculture will face the need for increasing production, sustainability, wisdom, and efficiency, which will bring significant challenges to the development of modern agriculture. With the gradual popularization of 5G, advanced information technologies such as the Internet of Things and artificial intelligence promoted the evolution of modern agriculture to intelligent agriculture. The 5G-based Internet of Things will play an essential role in the development of smart agriculture. This paper investigates the research progress of 5G Internet of Things in smart agriculture. It sorts out the development status of 5G smart agriculture Internet of Things in recent years. Following that, the concept of 5G smart agriculture Internet of Things is put forward. It expounds on the connotation, architecture, and enabling key technologies. According to the key application scenarios of smart agriculture, practical cases are presented, the development trend and application value of 5G smart agriculture Internet of Things are shown, and the future development direction is put forward. Firstly, the concept of smart agriculture is distinguished, and the category scenarios of smart agriculture are summarized. Following that, the current review research on 5G-IoT is analyzed. This paper focuses on the analysis and summary of the changes brought by 5G to various key scenarios in smart agriculture. This paper analyzes the related key technologies and challenges, puts forward some key scientific problems, and summarizes the research ideas. Finally, the development trend and application value of 5G smart agriculture Internet of Things are shown. The future development direction is also proposed.
引用
收藏
页数:46
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