基于无人机的智慧农业物联网系统:面向应用的设计

Xiaoyu Li, Yongrong Sun, Zhenshu Yang
{"title":"基于无人机的智慧农业物联网系统:面向应用的设计","authors":"Xiaoyu Li, Yongrong Sun, Zhenshu Yang","doi":"10.1109/ISAS59543.2023.10164405","DOIUrl":null,"url":null,"abstract":"Smart agriculture is the inevitable way for the development of modern agriculture. The current smart agricultural system has many problems such as multiple links, a huge amount of data information, low transmission efficiency, and poor system integrity. To solve the issues above, in this paper, we build a smart agriculture Internet of Things (IoT) System based on Unmanned Aerial Vehicles (UAVs), which attempts to complete the selection of agricultural plant protection UAVs and mapping UAVs. Meanwhile, the intelligent sensing layer, transmission layer, application layer and execution layer are designed to achieve the acquisition, processing, and analysis of soil moisture data, meteorological data, photosynthetically active radiation data, total solar radiation data, and insect data. The construction of the UAVs-based smart agricultural IoT system is thus completed. Finally, the experimental data results illustrate that the data accuracy error of this system is quite small and can fulfill the usage requirements.","PeriodicalId":199115,"journal":{"name":"2023 6th International Symposium on Autonomous Systems (ISAS)","volume":"96 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"UAVs-Based Smart Agriculture IoT Systems: An Application-Oriented Design\",\"authors\":\"Xiaoyu Li, Yongrong Sun, Zhenshu Yang\",\"doi\":\"10.1109/ISAS59543.2023.10164405\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Smart agriculture is the inevitable way for the development of modern agriculture. The current smart agricultural system has many problems such as multiple links, a huge amount of data information, low transmission efficiency, and poor system integrity. To solve the issues above, in this paper, we build a smart agriculture Internet of Things (IoT) System based on Unmanned Aerial Vehicles (UAVs), which attempts to complete the selection of agricultural plant protection UAVs and mapping UAVs. Meanwhile, the intelligent sensing layer, transmission layer, application layer and execution layer are designed to achieve the acquisition, processing, and analysis of soil moisture data, meteorological data, photosynthetically active radiation data, total solar radiation data, and insect data. The construction of the UAVs-based smart agricultural IoT system is thus completed. Finally, the experimental data results illustrate that the data accuracy error of this system is quite small and can fulfill the usage requirements.\",\"PeriodicalId\":199115,\"journal\":{\"name\":\"2023 6th International Symposium on Autonomous Systems (ISAS)\",\"volume\":\"96 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-06-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 6th International Symposium on Autonomous Systems (ISAS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISAS59543.2023.10164405\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 6th International Symposium on Autonomous Systems (ISAS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISAS59543.2023.10164405","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

智慧农业是现代农业发展的必然之路。目前的智慧农业系统存在环节多、数据信息量大、传输效率低、系统完整性差等问题。针对以上问题,本文构建了一个基于无人机的智慧农业物联网系统,尝试完成农业植保无人机和测绘无人机的选择。同时,设计智能传感层、传输层、应用层和执行层,实现土壤水分数据、气象数据、光合有效辐射数据、太阳总辐射数据、昆虫数据的采集、处理和分析。基于无人机的智慧农业物联网系统建设至此完成。最后,实验数据结果表明,该系统的数据精度误差很小,能够满足使用要求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
UAVs-Based Smart Agriculture IoT Systems: An Application-Oriented Design
Smart agriculture is the inevitable way for the development of modern agriculture. The current smart agricultural system has many problems such as multiple links, a huge amount of data information, low transmission efficiency, and poor system integrity. To solve the issues above, in this paper, we build a smart agriculture Internet of Things (IoT) System based on Unmanned Aerial Vehicles (UAVs), which attempts to complete the selection of agricultural plant protection UAVs and mapping UAVs. Meanwhile, the intelligent sensing layer, transmission layer, application layer and execution layer are designed to achieve the acquisition, processing, and analysis of soil moisture data, meteorological data, photosynthetically active radiation data, total solar radiation data, and insect data. The construction of the UAVs-based smart agricultural IoT system is thus completed. Finally, the experimental data results illustrate that the data accuracy error of this system is quite small and can fulfill the usage requirements.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信