Related references
Note: Only part of the references are listed.
Proceedings Paper
Engineering, Electrical & Electronic
Shivakant Mishra et al.
Summary: With the advancement of IoT, smart agriculture is progressing rapidly, providing farmers with tools to maximize profits and reduce manual supervision. In a smart agriculture system, sensors collect real-time data on crops and the environment, which is used for decision making and long-term planning. Challenges in building a smart agriculture system include high communication latency, frequent Internet disconnections in rural areas, and the need for low overall costs. This paper discusses the design and implementation of a LoRa-based three-tier smart agriculture system, highlighting its low-power, low-bandwidth, and long-range features. The performance of the prototype is compared with existing frameworks in terms of cost, latency, and distance.
2023 IEEE TOPICAL CONFERENCE ON WIRELESS SENSORS AND SENSOR NETWORKS, WISNET
(2023)
Review
Computer Science, Theory & Methods
Bam Bahadur Sinha et al.
Summary: This paper discusses the important components, new technologies, security issues, challenges, and future trends of IoT in the agriculture domain. The goal is to help potential researchers identify relevant IoT problems and adopt suitable technologies based on application requirements. The significance of IoT and Data Analytics for smart agriculture is emphasized.
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
(2022)
Article
Computer Science, Hardware & Architecture
Wei-Che Chien et al.
Summary: This study proposes a framework for charging sensor nodes and collecting sensing data using unmanned aerial vehicles, considering the cluster head election and path planning problems to maximize charging efficiency and prolong the lifetime of sensor nodes.
Article
Computer Science, Information Systems
Quy Vu Khanh et al.
Summary: IoT is a rapidly developing field with breakthrough results, fueled by the emergence of 5G technology. It enables a digital society where all devices can be connected via the Internet, but faces challenges such as energy saving, security, performance, and QoS support.
WIRELESS COMMUNICATIONS & MOBILE COMPUTING
(2022)
Article
Computer Science, Information Systems
Muhammad Shoaib Farooq et al.
Summary: The Internet of Things (IoT) is transforming real-world objects into smarter devices. In the livestock field, IoT is revolutionizing the agriculture industry by providing smart solutions for precision farming and livestock management. This article presents a comprehensive survey on the role of IoT in the livestock field by analyzing existing research work and discussing various aspects of IoT-based livestock systems.
Review
Computer Science, Information Systems
Sameer Qazi et al.
Summary: Smart agriculture techniques, fueled by advancements in IoT and AI, offer improved efficiency, reduced resource consumption, and better prediction and prevention of crop diseases and pest infestation. This paper provides a detailed tutorial on the advancements in smart agriculture systems, critical reviews of IoT and AI technologies, and discussion of future trends.
Review
Chemistry, Multidisciplinary
Vu Khanh Quy et al.
Summary: The growth of the global population and the decline in natural resources have made food security a major concern worldwide. To address this issue, the agricultural industry is turning to smart agriculture, utilizing Internet of Things (IoT) and big data solutions to improve efficiency and productivity. This study surveys IoT solutions and explores their integration into the smart agriculture sector. The research evaluates the architecture, applications, and timeline of IoT-enabled smart agriculture ecosystems, and discusses trends, opportunities, and challenges in IoT applications for smart agriculture.
APPLIED SCIENCES-BASEL
(2022)
Article
Computer Science, Information Systems
C. Murugamani et al.
Summary: This paper discusses the application of monitoring systems based on artificial intelligence and wireless sensors in agriculture. The main objective is to detect and control plant diseases, and a method using image processing and machine learning techniques to improve prediction state is proposed. By delivering relevant information to farmers through an Android app, intelligent farming is promoted.
WIRELESS COMMUNICATIONS & MOBILE COMPUTING
(2022)
Article
Agriculture, Multidisciplinary
Mireille van Hilten et al.
Summary: Autonomous tractors, spraying drones, robotics and fully autonomous farms are possible outcomes of the digital transformation trend in agriculture and food systems. These advancements are driven by continuous technological development and increasing connectivity capacity. 5G connectivity, with its high data transfer volumes and low latency, enables the realization of these futuristic scenarios. The opportunities and challenges of 5G in agri-food are discussed, along with the most compelling use cases in different parts of the world. Enabling factors such as interoperability, data governance and security, new business models, policy changes, and innovative ecosystems will determine the future of 5G in agri-food. Collaboration and ecosystem development are crucial for countries to achieve large scale uptake of 5G in the agricultural sector.
COMPUTERS AND ELECTRONICS IN AGRICULTURE
(2022)
Review
Chemistry, Analytical
Emmanuel Utochukwu Ogbodo et al.
Summary: This paper discusses the utilization of hybrid 5G-LPWAN-IoT and smart cities architecture to provide flexible IoT connectivity in the context of high service demand, data exchange, emerging technologies, and security challenges. The topics covered include security challenges and solutions, virtual network slicing, integration with Weightless-N technology, the need for ubiquitous connectivity, and future research directions.
Review
Chemistry, Analytical
Wilson Arrubla-Hoyos et al.
Summary: The implementation of 5G technology in Colombian fields could enable smart farms, improving production and efficiency. Categorizing crops by regions and products is useful when designing 5G implementation plans and strategies based on budget availability and development plans.
Article
Engineering, Electrical & Electronic
Tiancheng Liu et al.
Summary: This paper adopts a 5G smart sensor network to design intelligent sensing of environmental information in aquaculture waters. The system utilizes microservice architecture and big data analysis and processing to monitor and manage aquariums. It provides functions such as automatic monitoring of the environment, efficient storage and retrieval of large amounts of data, and intelligent control of the environment for ornamental fish. The architecture shows a high module reuse rate and excellent protocol performance.
JOURNAL OF SENSORS
(2022)
Proceedings Paper
Computer Science, Interdisciplinary Applications
Christopher Akinyemi Alabi et al.
Summary: This paper presents the potential of UAVs in addressing unique societal challenges in Nigeria and discusses their applications in health and security management. A simulation-based experiment was conducted to analyze the propagation channel characteristics in a specific location in Nigeria, showing comparable received signal strength to the two-ray propagation model and minimal scattering.
2022 IEEE NIGERIA 4TH INTERNATIONAL CONFERENCE ON DISRUPTIVE TECHNOLOGIES FOR SUSTAINABLE DEVELOPMENT (IEEE NIGERCON)
(2022)
Proceedings Paper
Computer Science, Information Systems
Imad Jawhar et al.
Summary: Agriculture 4.0 is a rapidly evolving research area, and multi-robot systems (MRS) play a crucial role in achieving the objectives of smart farms. This paper provides an overview of networking architectures and protocols for MRS systems in agriculture 4.0, and discusses the challenges in robot-to-robot and robot-to-infrastructure communication, with a case study on UAV-based data collection from WSNs in smart farms.
SYSCON 2022: THE 16TH ANNUAL IEEE INTERNATIONAL SYSTEMS CONFERENCE (SYSCON)
(2022)
Article
Biotechnology & Applied Microbiology
Ying Zhang et al.
Summary: This study developed an automated and high-throughput technique for rapid acquisition of maize stem vascular bundle traits. By establishing a database and conducting genome-wide association studies, multiple genes associated with vascular bundle traits were identified.
PLANT BIOTECHNOLOGY JOURNAL
(2021)
Article
Computer Science, Information Systems
Madhusanka Liyanage et al.
Summary: The emergence of Multi-Access Edge Computing (MEC) technology enables 5G wireless systems to provide real-time, low-latency, and high-bandwidth access, while offering network operators the opportunity to open up networks for innovative services and drive the integration of IoT and 5G technologies. This paper focuses on key technologies like NFV, SDN, network slicing, and ICN, as well as the close alliance between MEC and these technologies, along with future directions of development.
Review
Agriculture, Multidisciplinary
Yu Tang et al.
Summary: In the next decade, 5G technology will significantly impact the agricultural sector, improving crop yield and quality, enabling smart farming, and promoting automation and unmanned farms.
COMPUTERS AND ELECTRONICS IN AGRICULTURE
(2021)
Article
Green & Sustainable Science & Technology
Jiangchuan Fan et al.
Summary: Through continuous collaborative research in sensor technology, communication technology, plant science, computer science and engineering science, Internet of Things in agriculture has achieved a qualitative leap in environmental sensors, imaging, spectral analysis, robotics, and machine vision, providing data support for exploring plant phenotypes, genotype-phenotype-envirotype relationship, and functional genomics.
JOURNAL OF CLEANER PRODUCTION
(2021)
Review
Biochemical Research Methods
Jun Liu et al.
Summary: Deep learning technology has made significant progress in plant disease and pest identification, showing advantages over traditional methods. A review of recent research based on deep learning outlines the classification, detection, and segmentation networks used for plant disease and pest detection, summarizing the pros and cons of each method.
Article
Chemistry, Analytical
Rihong Zhang et al.
Summary: In the context of smart agriculture, a novel data sensing strategy is proposed for the entire crop lifecycle by combining edge computing with the Internet of Things, aiming to sense high-value data according to crop growth stage at a low cost. The strategy includes four phases: crop growth stage division, current crop growth stage prediction, optimization of environmental sensing parameters, and establishment of an adaptive sensing method. The proposed strategy significantly reduces sensing and data collection times and energy consumption, and improves the value of sensing data by accurately predicting crop growth stages.
Review
Automation & Control Systems
Xing Yang et al.
Summary: This paper introduces the development modes, key technologies, and key applications of smart agriculture, and summarizes security and privacy measures. It analyzes and organizes the security challenges of smart agriculture, proposing solutions in agricultural production and information technology. Additionally, it describes future research directions.
IEEE-CAA JOURNAL OF AUTOMATICA SINICA
(2021)
Article
Agriculture, Multidisciplinary
He Liu et al.
Summary: This paper presents a spatial segmentation method for agricultural videos using a rapidly-trained classifier, achieving high accuracy in classifying farming activities and predicting the correct time to lift the combine harvester header.
COMPUTERS AND ELECTRONICS IN AGRICULTURE
(2021)
Article
Engineering, Electrical & Electronic
Amit Sharma et al.
Summary: Wireless communication among unmanned aerial vehicles shows great potential for applications such as fire detection in future systems. The study focuses on optimizing UAV trajectories for efficient communication between multiple UAVs and ground stations.
INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS
(2021)
Review
Automation & Control Systems
Othmane Friha et al.
Summary: This paper comprehensively reviews emerging technologies for IoT-based smart agriculture, including UAVs, wireless technologies, and cloud computing. It provides a classification of IoT applications for smart agriculture and discusses the latest methods for supply chain management based on blockchain technology. Real projects using these technologies are showcased, along with open research challenges and future research directions for agricultural IoTs.
IEEE-CAA JOURNAL OF AUTOMATICA SINICA
(2021)
Article
Computer Science, Hardware & Architecture
Godwin Idoje et al.
Summary: The Internet of Things has significantly impacted agriculture, with smart farming relying on technologies such as IoT, cloud computing, machine learning, and artificial intelligence to improve food production globally. The study highlights the challenges and gaps in existing research, suggesting further studies to enhance food management and sustainability measures worldwide.
COMPUTERS & ELECTRICAL ENGINEERING
(2021)
Article
Automation & Control Systems
Ye Liu et al.
Summary: The previous industrial revolutions transformed the agriculture industry from indigenous farming to mechanized farming and recent precision agriculture. Industry 4.0 is expected to reshape the agriculture industry and promote the fourth agricultural revolution. This article discusses the applications and challenges of emerging technologies in the agricultural sector and aims to provide new research opportunities for readers.
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
(2021)
Review
Green & Sustainable Science & Technology
Mengjie Zhang et al.
Summary: Precision, sustainability, and intelligence are the key trends for the future development of livestock farming. Precision Livestock Farming is seen as a crucial step towards sustainable smart farms, with the application of W-IoT technologies being important for achieving precise livestock production. The research discusses the importance of precise information perception, biocompatibility of wearable devices, and sustainability monitoring in wearable systems for livestock, highlighting the challenges and prospects of W-IoT in farm animals.
JOURNAL OF CLEANER PRODUCTION
(2021)
Article
Computer Science, Hardware & Architecture
Rizwana Shahzadi et al.
Summary: There has been significant technological advancement in wireless communication in the last few decades, transitioning from voice communication to interactive multimedia applications. The increasing demand for high data rate and connectivity in user equipment calls for new technological trends to meet the requirements of 5G and beyond networks. Unmanned aerial vehicles (UAVs) are seen as promising candidates for future wireless communication networks due to their mobility, low cost, and Line of sight (LOS) communication capabilities, but they also present challenges that need to be addressed.
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
(2021)
Article
Computer Science, Hardware & Architecture
He Jiang et al.
MICROPROCESSORS AND MICROSYSTEMS
(2021)
Review
Chemistry, Analytical
Yogeswaranathan Kalyani et al.
Summary: Cloud Computing has limitations in ultra-low latency, high bandwidth, security, and real-time analytics when dealing with large amounts of data, where Fog and Edge Computing offer solutions. The use of Cloud, Fog, and Edge in smart agriculture applications is increasing, with this article aiming to review current works in this area. The review identifies relevant research, proposes a new architecture model, and discusses components, communication protocols, challenges, and future research directions in smart agriculture.
Article
Computer Science, Information Systems
Fan Yang et al.
Summary: This article focuses on the constrained SIL deployment problem in a mixed-crop farmland and proposes a hole-aware node deployment method based on the greedy algorithm, which achieves better performance than peer algorithms.
IEEE INTERNET OF THINGS JOURNAL
(2021)
Proceedings Paper
Computer Science, Hardware & Architecture
Snigdhaswin Kar et al.
Summary: Next Generation 5G networks are essential for meeting the increasing demands of emerging IoT applications and industry verticals for high throughputs and low-latency communication. The proposed 5G-IoT architecture can achieve high throughputs, low latency, and high reliability, providing scalability support for next generation smart systems.
2021 IEEE 4TH 5G WORLD FORUM (5GWF 2021)
(2021)
Proceedings Paper
Computer Science, Hardware & Architecture
Jinmeng Zhang et al.
Summary: In recent years, the integration of 5G + IoT technology and big data applications has gradually entered various aspects of people's lives, with smart dairy farm production benefiting from these technologies. The application of Blockchain + 5G IoT and big data in milk production has improved management levels and economic benefits while ensuring quality and safety. The combination of technology and intelligence can effectively enhance economic benefits and production efficiency in cattle farming through image recognition technology.
IWCMC 2021: 2021 17TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC)
(2021)
Article
Computer Science, Information Systems
Showkat Ahmad Bhat et al.
Summary: This article discusses the latest applications of Big Data in smart agriculture, including data creation methods, technology accessibility, device accessibility, software tools, data analytic methods, and appropriate applications of big data in precision agriculture. It also mentions some challenges faced in the widespread implementation of big data technology in agriculture.
Article
Computer Science, Information Systems
Samson O. Oruma et al.
Summary: This study addresses Nigeria's food insecurity challenges by adopting agriculture 4.0 and commercial farming, proposing an implementation framework and analyzing key implementation considerations in each stage of the agri-food supply chain.
Article
Computer Science, Information Systems
Antonio Matencio Escolar et al.
Summary: The integration of 5G technology with IoT can provide innovative solutions for various vertical business IoT use cases, and network slicing is a key technology for enabling multi-tenant networks.
Article
Management
Ianire Taboada et al.
Summary: The high bandwidth and low latency features of 5G network provide a real-time unified platform for connecting multiple devices. Literature on 5G-enabled supply chain management is scarce and mainly focuses on technical features and conceptualized impact on Industry 4.0 and Supply Chain 4.0. Areas for future research in supply chain management that can support 5G are discussed.
INTERNATIONAL JOURNAL OF LOGISTICS-RESEARCH AND APPLICATIONS
(2021)
Review
Plant Sciences
Rajeev K. Varshney et al.
CURRENT OPINION IN PLANT BIOLOGY
(2020)
Article
Computer Science, Hardware & Architecture
Panagiotis Radoglou-Grammatikis et al.
Article
Computer Science, Hardware & Architecture
Debashisha Mishra et al.
Proceedings Paper
Computer Science, Hardware & Architecture
Bipasa Bose et al.
2020 IEEE INTL SYMP ON PARALLEL & DISTRIBUTED PROCESSING WITH APPLICATIONS, INTL CONF ON BIG DATA & CLOUD COMPUTING, INTL SYMP SOCIAL COMPUTING & NETWORKING, INTL CONF ON SUSTAINABLE COMPUTING & COMMUNICATIONS (ISPA/BDCLOUD/SOCIALCOM/SUSTAINCOM 2020)
(2020)
Proceedings Paper
Automation & Control Systems
Sofia Paiva et al.
IECON 2020: THE 46TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY
(2020)
Proceedings Paper
Computer Science, Information Systems
Alexandru Sava et al.
2020 13TH INTERNATIONAL CONFERENCE ON COMMUNICATIONS (COMM)
(2020)
Article
Computer Science, Information Systems
Fan Yang et al.
IEEE INTERNET OF THINGS JOURNAL
(2020)
Article
Computer Science, Information Systems
Vippon Preet Kour et al.
Article
Multidisciplinary Sciences
Sajad Sabzi et al.
Article
Engineering, Electrical & Electronic
Francesco Restuccia et al.
IEEE COMMUNICATIONS MAGAZINE
(2020)
Review
Computer Science, Information Systems
Kinza Shafique et al.
Article
Computer Science, Theory & Methods
Fanyu Bu et al.
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
(2019)
Review
Computer Science, Information Systems
Ning Wang et al.
IEEE INTERNET OF THINGS JOURNAL
(2019)
Article
Computer Science, Information Systems
Dapeng Wu et al.
IEEE INTERNET OF THINGS JOURNAL
(2019)
Proceedings Paper
Computer Science, Theory & Methods
Ching-Kuo Hsu et al.
2019 IEEE VTS ASIA PACIFIC WIRELESS COMMUNICATIONS SYMPOSIUM (APWCS 2019)
(2019)
Article
Computer Science, Information Systems
Muhammad Ayaz et al.
Proceedings Paper
Computer Science, Information Systems
Rifqi Muhammad Rasyad et al.
2019 IEEE INTERNATIONAL CONFERENCE ON INTERNET OF THINGS AND INTELLIGENCE SYSTEM (IOTAIS)
(2019)
Proceedings Paper
Computer Science, Theory & Methods
Giovanni Valecce et al.
AD-HOC, MOBILE, AND WIRELESS NETWORKS (ADHOC-NOW 2019)
(2019)
Proceedings Paper
Computer Science, Theory & Methods
V. K. Sarker et al.
2019 FOURTH INTERNATIONAL CONFERENCE ON FOG AND MOBILE EDGE COMPUTING (FMEC)
(2019)
Proceedings Paper
Computer Science, Artificial Intelligence
Jerome Treboux et al.
2019 6TH SWISS CONFERENCE ON DATA SCIENCE (SDS)
(2019)
Article
Computer Science, Information Systems
Muhammad Shoaib Farooq et al.
Article
Computer Science, Information Systems
Amitabha Ghosh et al.
Article
Computer Science, Information Systems
Godfrey Anuga Akpakwu et al.
Article
Engineering, Electrical & Electronic
Dan Wang et al.
IEEE COMMUNICATIONS MAGAZINE
(2018)
Proceedings Paper
Computer Science, Theory & Methods
Kiseon Kim
COMPUTATIONAL INTELLIGENCE, CYBER SECURITY AND COMPUTATIONAL MODELS: MODELS AND TECHNIQUES FOR INTELLIGENT SYSTEMS AND AUTOMATION
(2018)
Proceedings Paper
Computer Science, Theory & Methods
Harjinder Kaur et al.
2018 4TH INTERNATIONAL CONFERENCE ON COMPUTING SCIENCES (ICCS)
(2018)
Article
Engineering, Electrical & Electronic
Mansoor Shafi et al.
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
(2017)
Article
Optics
Lin Yuan et al.
Article
Chemistry, Analytical
Alvaro Fuentes et al.
Article
Engineering, Electrical & Electronic
Chih-Lin I et al.
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
(2016)
Article
Engineering, Electrical & Electronic
Maria Rita Palattella et al.
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
(2016)
Proceedings Paper
Computer Science, Information Systems
Michal Chovanec et al.
PROCEEDINGS OF THE 2015 FEDERATED CONFERENCE ON COMPUTER SCIENCE AND INFORMATION SYSTEMS
(2015)
Article
Agriculture, Multidisciplinary
Antonio-Javier Garcia-Sanchez et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE
(2011)
Article
Automation & Control Systems
Chengliang Liu et al.
IEEE CONTROL SYSTEMS MAGAZINE
(2008)
