Unmanned Agricultural Tractors in Private Mobile Networks

被引:11
作者
Heikkilae, Marjo [1 ]
Suomalainen, Jani [2 ]
Saukko, Ossi [1 ]
Kippola, Tero [1 ]
Lahetkangas, Kalle [3 ]
Koskela, Pekka [2 ]
Kalliovaara, Juha [4 ]
Haapala, Hannu [5 ]
Pirttiniemi, Juho [5 ]
Yastrebova, Anastasia [2 ]
Posti, Harri [3 ]
机构
[1] Centria Univ Appl Sci, Ylivieska 84100, Finland
[2] VTT Tech Res Ctr Finland, Espoo 02044, Finland
[3] Univ Oulu, Ctr Wireless Commun, Oulu 90570, Finland
[4] Turku Univ Appl Sci, Turku 20520, Finland
[5] JAMK Univ Appl Sci, Saarijarvi 43130, Finland
来源
NETWORK | 2022年 / 2卷 / 01期
基金
芬兰科学院;
关键词
smart farming; remote control; unmanned tractor; 5G; private network; field trial; controller area network; ISOBUS; tactical network; cybersecurity; SECURITY; INTERNET; FUTURE; IOT;
D O I
10.3390/network2010001
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The need for high-quality communications networks is urgent in data-based farming. A particular challenge is how to achieve reliable, cost-efficient, secure, and broadband last-mile data transfer to enable agricultural machine control. The trialed ad hoc private communications networks built and interconnected with different alternative wireless technologies, including 4G, 5G, satellite and tactical networks, provide interesting practical solutions for connectivity. A remotely controlled tractor is exemplified as a use case of machine control in the demonstrated private communication network. This paper describes the results of a comparative technology analysis and a field trial in a realistic environment. The study includes the practical implementation of video monitoring and the optimization of the control channel for remote-controlled unmanned agricultural tractors. The findings from this study verify and consolidate the requirements for network technologies and for cybersecurity enablers. They highlight insights into the suitability of different wireless technologies for smart farming and tractor scenarios and identify potential paths for future research.
引用
收藏
页码:1 / 20
页数:20
相关论文
共 85 条
[1]  
3GPP, 2018, Security architecture and procedures for 5G system
[2]  
3GPP, 2021, Architecture enhancements for 5g system (5gs) to support network data analytics services: Ts 23.288
[3]  
3GPP System Architecture Evolution (SAE), 2020, Security Architecture
[4]  
5GAA Automotive Association, 2020, Technical Report, VI
[5]  
Adkisson M., 2021, arXiv
[6]   Security for 5G and Beyond [J].
Ahmad, Ijaz ;
Shahabuddin, Shahriar ;
Kumar, Tanesh ;
Okwuibe, Jude ;
Gurtov, Andrei ;
Ylianttila, Mika .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2019, 21 (04) :3682-3722
[7]  
Airbus, Verde-Crop Imagery & Analytics for Precision Agriculture
[8]  
Ali T., 2010, P 2010 INT C INF SCI, P1, DOI [10.1109/ICISA.2010.5480294, DOI 10.1109/ICISA.2010.5480294]
[9]  
[Anonymous], SAE INT, DOI DOI 10.4271/J3016202104
[10]  
[Anonymous], 2021, Standard SAE J1939-1