An Architecture model for Smart Farming

被引:28
|
作者
Triantafyllou, Anna [1 ]
Tsouros, Dimosthenis C. [1 ]
Sarigiannidis, Panagiotis [1 ]
Bibi, Stamatia [1 ]
机构
[1] Univ Western Macedonia, Dep Informat & Telecommun Engn, Kozani, Greece
关键词
Wireless Sensor Networks; Internet of Things; Precision Agriculture; Smart Farming; Communication technologies; Cloud Computing; WIRELESS SENSOR NETWORK;
D O I
10.1109/DCOSS.2019.00081
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Smart Farming is a development that emphasizes on the use of modern technologies in the cyber-physical field management cycle. Technologies such as the Internet of Things (IoT) and Cloud Computing have accelerated the digital transformation of the conventional agricultural practices promising increased production rate and product quality. The adoption of smart farming though is hampered because of the lack of models providing guidance to practitioners regarding the necessary components that constitute IoT based monitoring systems. To guide the process of designing and implementing Smart farming monitoring systems, in this paper we propose a generic reference architecture model, taking also into consideration a very important non-functional requirement, the energy consumption restriction. Moreover, we present and discuss the technologies that incorporate the four layers of the architecture model that are the Sensor Layer, the Network Layer, the Service Layer and the Application Layer. A discussion is also conducted upon the challenges that smart farming monitoring systems face.
引用
收藏
页码:385 / 392
页数:8
相关论文
共 50 条
  • [1] The Architecture of an Agricultural Data Aggregation and Conversion Model for Smart Farming
    Zuraulis, Vidas
    Peceliunas, Robertas
    [J]. APPLIED SCIENCES-BASEL, 2023, 13 (20):
  • [2] Towards Climate Smart Farming-A Reference Architecture for Integrated Farming Systems
    Kakamoukas, Georgios
    Sarigiannidis, Panagiotis
    Maropoulos, Andreas
    Lagkas, Thomas
    Zaralis, Konstantinos
    Karaiskou, Chrysoula
    [J]. TELECOM, 2021, 2 (01): : 52 - 74
  • [3] An N-Tier Fog Architecture for Smart Farming
    Penzotti, Gabriele
    Caselli, Stefano
    Amoretti, Michele
    [J]. 26TH IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (IEEE ISCC 2021), 2021,
  • [4] Internet of Things Smart Farming Architecture for Agricultural Automation
    Sanchez-Mompo, Adrian
    Barbier, Heloise
    Yi, Won-Jae
    Saniie, Jafar
    [J]. 2021 IEEE INTERNATIONAL CONFERENCE ON ELECTRO INFORMATION TECHNOLOGY (EIT), 2021, : 159 - 164
  • [5] Security Architecture for Swarms of Autonomous Vehicles in Smart Farming
    Martinez-Rodriguez, Belen
    Bilbao-Arechabala, Sonia
    Jorge-Hernandez, Fernando
    [J]. APPLIED SCIENCES-BASEL, 2021, 11 (10):
  • [6] IoT-based Low Cost Architecture for Smart Farming
    Faid, Amine
    Sadik, Mohamed
    Sabir, Essaid
    [J]. 2020 16TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE, IWCMC, 2020, : 1296 - 1302
  • [7] LoRaFarM: a LoRaWAN-Based Smart Farming Modular IoT Architecture
    Codeluppi, Gaia
    Cilfone, Antonio
    Davoli, Luca
    Ferrari, Gianluigi
    [J]. SENSORS, 2020, 20 (07)
  • [8] Reference architecture design for developing data management systems in smart farming
    Krisnawijaya, Ngakan Nyoman Kutha
    Tekinerdogan, Bedir
    Catal, Cagatay
    van der Tol, Rik
    [J]. ECOLOGICAL INFORMATICS, 2024, 81
  • [9] Smart Farming
    Boschetti, Mirco
    Schoitsch, Erwin
    [J]. ERCIM NEWS, 2018, (113): : 16 - 17
  • [10] Internet of Things (IoT) Application Model for Smart Farming
    Sahoo, Jagruti
    Barrett, Kristin
    [J]. SOUTHEASTCON 2021, 2021, : 769 - 770