IoT-Enabled Smart Agriculture: Architecture, Applications, and Challenges

被引:134
|
作者
Vu Khanh Quy [1 ]
Nguyen Van Hau [1 ]
Dang Van Anh [1 ]
Nguyen Minh Quy [1 ]
Nguyen Tien Ban [2 ]
Lanza, Stefania [3 ]
Randazzo, Giovanni [4 ]
Muzirafuti, Anselme [4 ]
机构
[1] Hung Yen Univ Technol & Educ, Fac Informat Technol, Hung Yen 160000, Vietnam
[2] Posts & Telecommun Inst Technol, Fac Telecommun 1, Hanoi 100000, Vietnam
[3] Univ Messina, Dipartimento Sci Matemat & Informat Sci Fis & Sci, GeoloGIS Srl, Via F Stagno dAlcontres 31, I-98166 Messina, Italy
[4] Univ Messina, Dipartimento Sci Matemat & Informat Sci Fis & Sci, Via F Stagno dAlcontres 31, I-98166 Messina, Italy
来源
APPLIED SCIENCES-BASEL | 2022年 / 12卷 / 07期
关键词
sustainable agriculture; food security; green technologies; Internet of Things; natural resources; sustainable environment; IoT ecosystem; UNLICENSED SPECTRUM; KALMAN FILTER; DDOS ATTACKS; THINGS IOT; BIG DATA; INTERNET; SYSTEM; TECHNOLOGIES; FUTURE; SENSOR;
D O I
10.3390/app12073396
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
The growth of the global population coupled with a decline in natural resources, farmland, and the increase in unpredictable environmental conditions leads to food security is becoming a major concern for all nations worldwide. These problems are motivators that are driving the agricultural industry to transition to smart agriculture with the application of the Internet of Things (IoT) and big data solutions to improve operational efficiency and productivity. The IoT integrates a series of existing state-of-the-art solutions and technologies, such as wireless sensor networks, cognitive radio ad hoc networks, cloud computing, big data, and end-user applications. This study presents a survey of IoT solutions and demonstrates how IoT can be integrated into the smart agriculture sector. To achieve this objective, we discuss the vision of IoT-enabled smart agriculture ecosystems by evaluating their architecture (IoT devices, communication technologies, big data storage, and processing), their applications, and research timeline. In addition, we discuss trends and opportunities of IoT applications for smart agriculture and also indicate the open issues and challenges of IoT application in smart agriculture. We hope that the findings of this study will constitute important guidelines in research and promotion of IoT solutions aiming to improve the productivity and quality of the agriculture sector as well as facilitating the transition towards a future sustainable environment with an agroecological approach.
引用
收藏
页数:19
相关论文
共 50 条
  • [21] Challenges and Solutions of Surveillance Systems in IoT-Enabled Smart Campus: A Survey
    Anagnostopoulos, Theodoros
    Kostakos, Panos
    Zaslavsky, Arkady
    Kantzavelou, Ioanna
    Tsotsolas, Nikos
    Salmon, Ioannis
    Morley, Jeremy
    Harle, Robert
    IEEE ACCESS, 2021, 9 : 131926 - 131954
  • [22] An IoT-Enabled Smart pH Monitoring and Dispensing System for Precision Agriculture Application
    Dutta, Lachit
    Bharali, Swapna
    Barman, Pranjal
    Singh, Amarprit
    AGRICULTURAL RESEARCH, 2024, 13 (02) : 309 - 318
  • [23] IoT-enabled Smart Lighting Systems for Smart Cities
    Sikder, Amit Kumar
    Acar, Abbas
    Aksu, Hidayet
    Uluagac, A. Selcuk
    Akkaya, Kemal
    Conti, Mauro
    2018 IEEE 8TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE (CCWC), 2018, : 639 - 645
  • [24] Artificial Neural Networks for IoT-Enabled Smart Applications: Recent Trends
    Velichko, Andrei
    Korzun, Dmitry
    Meigal, Alexander
    SENSORS, 2023, 23 (10)
  • [25] SMART-ITEM: IoT-Enabled Smart Living
    Kor, Ah-Lian
    Yanovsky, Max
    Pattinson, Colin
    Kharchenko, Vyacheslav
    PROCEEDINGS OF 2016 FUTURE TECHNOLOGIES CONFERENCE (FTC), 2016, : 739 - 749
  • [26] Design and development of an IoT-enabled portable phosphate detection system in water for smart agriculture
    Akhter, Fowzia
    Siddiquei, H. R.
    Alahi, Md Eshrat E.
    Mukhopadhyay, S. C.
    SENSORS AND ACTUATORS A-PHYSICAL, 2021, 330
  • [27] Smart Agriculture Monitoring and Management System using IoT-enabled Devices based on LoRaWAN
    Supanirattisai, Pittaya
    U-Yen, Kongpop
    Pimpin, Alongkom
    Srituravanich, Werayut
    Damrongplasit, Nattapol
    2022 37TH INTERNATIONAL TECHNICAL CONFERENCE ON CIRCUITS/SYSTEMS, COMPUTERS AND COMMUNICATIONS (ITC-CSCC 2022), 2022, : 679 - 682
  • [28] IoT-enabled smart farming with Industry 5.0
    Sharma, Aishita
    Singh, Sunil K.
    Kumar, Sudhakar
    Thakur, Ruchika
    Gupta, Brij B.
    Arya, Varsha
    JOURNAL OF HIGH SPEED NETWORKS, 2024, 30 (03) : 477 - 496
  • [29] Design and Architecture of BenguetFresh: An IoT-Enabled Data-Driven System for Sustainable Agriculture
    Ridon, Maria Vekka Katrina A.
    Domingo-Palaoag, Thelma
    Palileng, Reygorio E.
    JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (04) : 736 - 742
  • [30] Development of a Cognitive IoT-enabled Smart Campus
    Picallo, Imanol
    Klaina, Hicham
    Lopez-Iturri, Peio
    Azpilicueta, Leyre
    Celaya-Echarri, Mikel
    Javier Astrain, Jose
    Villadangos, Jesus
    Falcone, Francisco
    2024 14TH INTERNATIONAL SYMPOSIUM ON COMMUNICATION SYSTEMS, NETWORKS AND DIGITAL SIGNAL PROCESSING, CSNDSP 2024, 2024, : 644 - 647