Recent advancements and challenges of Internet of Things in smart agriculture: A survey

被引:259
作者
Sinha, Bam Bahadur [1 ]
Dhanalakshmi, R. [2 ]
机构
[1] Indian Inst Informat Technol Dharwad, Data Sci & Intelligent Syst, Dharwad 580009, Karnataka, India
[2] Indian Inst Informat Technol Tiruchirappalli, Comp Sci & Engn, Tiruchirappalli 620009, Tamil Nadu, India
来源
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE | 2022年 / 126卷
关键词
IoT; Automated irrigation; Data analytics; IoT challenges; IoT smart farming; WIRELESS SENSOR NETWORKS; IOT APPLICATIONS; FOOD FRAUD; SECURITY; SYSTEM; OPPORTUNITIES; MANAGEMENT; FUTURE; FIELD; PRIVACY;
D O I
10.1016/j.future.2021.08.006
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The Internet of Things (IoT) is an evolving paradigm that seeks to connect different smart physical components for multi-domain modernization. To automatically manage and track agricultural lands with minimal human intervention, numerous IoT-based frameworks have been introduced. This paper presents a rigorous discussion on the major components, new technologies, security issues, challenges and future trends involved in the agriculture domain. An in-depth report on recent advancements has been covered in this paper. The goal of this survey is to help potential researchers detect relevant IoT problems and, based on the application requirements, adopt suitable technologies. Furthermore, the significance of IoT and Data Analytics for smart agriculture has been highlighted. (C) 2021 Elsevier B.V. All rights reserved.
引用
收藏
页码:169 / 184
页数:16
相关论文
共 117 条
[51]   An effective service-oriented networking management architecture for 5G-enabled internet of things [J].
Huang, Mingfeng ;
Liu, Anfeng ;
Xiong, Neal N. ;
Wang, Tian ;
Vasilakos, Athanasios V. .
COMPUTER NETWORKS, 2020, 173
[52]   Energy-Efficient Wireless Sensor Networks for Precision Agriculture: A Review [J].
Jawad, Haider Mahmood ;
Nordin, Rosdiadee ;
Gharghan, Sadik Kamel ;
Jawad, Aqeel Mahmood ;
Ismail, Mahamod .
SENSORS, 2017, 17 (08)
[53]   Security of the Internet of Things: perspectives and challenges [J].
Jing, Qi ;
Vasilakos, Athanasios V. ;
Wan, Jiafu ;
Lu, Jingwei ;
Qiu, Dechao .
WIRELESS NETWORKS, 2014, 20 (08) :2481-2501
[54]   WSN Based Smart Control and Remote Field Monitoring of Pakistan's Irrigation System Using SCADA Applications [J].
Katyara, Sunny ;
Shah, Madad Ali ;
Zardari, Shehnila ;
Chowdhry, Bhawani Shankar ;
Kumar, Wanod .
WIRELESS PERSONAL COMMUNICATIONS, 2017, 95 (02) :491-504
[55]   Evolution of Internet of Things (IoT) and its significant impact in the field of Precision Agriculture [J].
Khanna, Abhishek ;
Kaur, Sanmeet .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2019, 157 :218-231
[56]  
Kodali RK, 2016, 2016 IEEE INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND AUTOMATION (ICCCA), P1293, DOI 10.1109/CCAA.2016.7813918
[57]  
Krishna KL, 2017, 2017 INTERNATIONAL CONFERENCE ON I-SMAC (IOT IN SOCIAL, MOBILE, ANALYTICS AND CLOUD) (I-SMAC), P54, DOI 10.1109/I-SMAC.2017.8058236
[58]  
Kumar K. Anil, 2020, Int. J. Educ. Manage. Eng., V10, P33
[59]  
Kumar R, 2021, IEEE CONSUM ELECTR M, V10, P51, DOI 10.1109/MCE.2021.3049623
[60]   Accuracy Analysis Mechanism for Agriculture Data Using the Ensemble Neural Network Method [J].
Kung, Hsu-Yang ;
Kuo, Ting-Huan ;
Chen, Chi-Hua ;
Tsai, Pei-Yu .
SUSTAINABILITY, 2016, 8 (08)