Internet of Things and Wireless Sensor Networks for Smart Agriculture Applications: A Survey

被引：59
作者：
Mowla, Md. Najmul [1 ]
Mowla, Neazmul [2 ]
Shah, A. F. M. Shahen [3 ]
Rabie, Khaled M. [4 ,5 ]
Shongwe, Thokozani [5 ]
机构：
[1] Adana Alparslan Turkes Sci & Technol Univ, Dept Aerosp Engn, TR-1250 Adana, Turkiye
[2] North South Univ, Dept Comp Sci & Engn, Dhaka 1229, Bangladesh
[3] Yildiz Tech Univ, Dept Elect & Commun Engn, TR-34349 Istanbul, Turkiye
[4] Manchester Metropolitan Univ MMU, Dept Engn, Manchester M15 GF, Lancs, England
[5] Univ Johannesburg, Dept Elect & Elect Engn, ZA-1809 Johannesburg, South Africa
来源：
IEEE ACCESS | 2023年 / 11卷
关键词：
Internet of Things; Artificial intelligence; Soil moisture; Smart agriculture; wireless sensor networks; wireless network protocols; smart agriculture applications; ARTIFICIAL-INTELLIGENCE; ROUTING PROTOCOL; DATA LINK; IOT; SYSTEM; IRRIGATION; DESIGN; ENERGY; FIELD; TECHNOLOGIES;
D O I：
10.1109/ACCESS.2023.3346299
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 increasing food scarcity necessitates sustainable agriculture achieved through automation to meet the growing demand. Integrating the Internet of Things (IoT) and Wireless Sensor Networks (WSNs) is crucial in enhancing food production across various agricultural domains, encompassing irrigation, soil moisture monitoring, fertilizer optimization and control, early-stage pest and crop disease management, and energy conservation. Wireless application protocols such as ZigBee, WiFi, SigFox, and LoRaWAN are commonly employed to collect real-time data for monitoring purposes. Embracing advanced technology is imperative to ensure efficient annual production. Therefore, this study emphasizes a comprehensive, future-oriented approach, delving into IoT-WSNs, wireless network protocols, and their applications in agriculture since 2019. It thoroughly discusses the overview of IoT and WSNs, encompassing their architectures and summarization of network protocols. Furthermore, the study addresses recent issues and challenges related to IoT-WSNs and proposes mitigation strategies. It provides clear recommendations for the future, emphasizing the integration of advanced technology aiming to contribute to the future development of smart agriculture systems.
引用
收藏
页码：145813 / 145852
页数：40
相关论文
共 646 条
[31]   The Design and Development of a Microstrip Antenna for Internet of Things Applications [J].
Anchidin, Liliana ;
Lavric, Alexandru ;
Mutescu, Partemie-Marian ;
Petrariu, Adrian I. ;
Popa, Valentin .
SENSORS, 2023, 23 (03)
[32]   Application of LoRa Technology in ET based Irrigation of Village Parks [J].
Andrada, Chrizel O. ;
Tolentino, Geraldine Joy M. ;
Dela Cruz, Jennifer C. .
2022 IEEE 18TH INTERNATIONAL COLLOQUIUM ON SIGNAL PROCESSING & APPLICATIONS (CSPA 2022), 2022, :310-315
[33]   The Integration of WoT and Edge Computing: Issues and Challenges [J].
Anees, Tayyaba ;
Habib, Qaiser ;
Al-Shamayleh, Ahmad Sami ;
Khalil, Wajeeha ;
Obaidat, Muath A. A. ;
Akhunzada, Adnan .
SUSTAINABILITY, 2023, 15 (07)
[34]   Developing and Implementation of Decision Support System (DSS) for the Control of Olive Fruit Fly, Bactrocera Oleae, in Mediterranean Olive Orchards [J].
Angel Miranda, Miguel ;
Barcelo, Carlos ;
Valdes, Ferran ;
Francisco Feliu, Jose ;
Nestel, David ;
Papadopoulos, Nikolaos ;
Sciarretta, Andrea ;
Ruiz, Maurici ;
Alorda, Bartomeu .
AGRONOMY-BASEL, 2019, 9 (10)
[35]  
Angin P., 2020, J. Wirel. Mob. Netw. Ubiquitous Comput. Dependable Appl, V11, P77, DOI 10.22667/JOWUA.2020.12.31.077
[36]   State-Based Energy Calculation Scheme for Internet of Things Networks [J].
Anwar, Raja Waseem ;
Outay, Fatma ;
Qureshi, Kashif Naseer ;
Iqbal, Saleem ;
Ghafoor, Kayhan Zrar .
IEEE ACCESS, 2023, 11 :106967-106979
[37]  
Anzum R., 2021, IOP Conf. Ser., Earth Environ. Sci., V756
[38]  
Arshad J., SUSTAI
[39]  
Ashir D.M., 2022, arXiv, DOI [10.48550/arXiv.2206.06300, DOI 10.48550/ARXIV.2206.06300]
[40]   Hardware Efficient Clock Synchronization Across Wi-Fi and Ethernet-Based Network Using PTP [J].
Aslam, Muhammad ;
Liu, Wei ;
Jiao, Xianjun ;
Haxhibeqiri, Jetmir ;
Miranda, Gilson ;
Hoebeke, Jeroen ;
Marquez-Barja, Johann ;
Moerman, Ingrid .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 18 (06) :3808-3819
12345678910