The impact of 6G-IoT technologies on the development of agriculture 5.0: a review

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6G Internet of Things: A Comprehensive Survey

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Internet of Things in the 5G Era: Enablers, Architecture, and Business Models

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Internet of Things in agriculture, recent advances and future challenges

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From Smart Farming towards Agriculture 5.0: A Review on Crop Data Management

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Power of data in quantum machine learning

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Decision support systems for agriculture 4.0: Survey and challenges

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Understanding the potential applications of Artificial Intelligence in Agriculture Sector

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Edge artificial intelligence for 6g: vision, enabling technologies, and applications

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Agricultural robots for field operations: Concepts and components

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Survey on 6G Frontiers: Trends, Applications, Requirements, Technologies and Future Research

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Towards leveraging the role of machine learning and artificial intelligence in precision agriculture and smart farming

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AI for next generation computing: Emerging trends and future directions

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Enabling Massive IoT Toward 6G: A Comprehensive Survey

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Evolution of Non-Terrestrial Networks From 5G to 6G: A Survey

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Cellular, Wide-Area, and Non-Terrestrial IoT: A Survey on 5G Advances and the Road Toward 6G

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A Survey on Green 6G Network: Architecture and Technologies

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Digital twins

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Research and development in agricultural robotics: A perspective of digital farming

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The digitization of agricultural industry – a systematic literature review on agriculture 4.0

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The Evolution of Quantum Key Distribution Networks: On the Road to the Qinternet

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

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Revolution 4.0: Industry vs. Agriculture in a Future Development for SMEs

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IoT-Equipped and AI-Enabled Next Generation Smart Agriculture: A Critical Review, Current Challenges and Future Trends

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Blockchain Technology for Agriculture: Applications and Rationale

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Sixth Generation (6G) Wireless Networks: Vision, Research Activities, Challenges and Potential Solutions

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6G Visions: Mobile ultra-broadband, super internet-of-things, and artificial intelligence

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A survey on the 5G network and its impact on agriculture: Challenges and opportunities

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Reconfigurable Intelligent Surfaces: Potentials, Applications, and Challenges for 6G Wireless Networks

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Towards 6G Internet of Things: Recent advances, use cases, and open challenges

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Toward the Next Generation of Digitalization in Agriculture Based on Digital Twin Paradigm

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A Comparative Study: Blockchain Technology Utilization Benefits, Challenges and Functionalities

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AI Models for Green Communications Towards 6G

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5G from Space: An Overview of 3GPP Non-Terrestrial Networks

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6G Enabled Smart Infrastructure for Sustainable Society: Opportunities, Challenges, and Research Roadmap

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Agricultural robots for field operations. Part 2: Operations and systems

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Application of AI techniques and robotics in agriculture: A review

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Developing Ubiquitous Sensor Network Platform Using Internet of Things: Application in Precision Agriculture

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Envisioning Device-to-Device Communications in 6G

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Pushing AI to wireless network edge: an overview on integrated sensing, communication, and computation towards 6G

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Recent Advancements in Agriculture Robots: Benefits and Challenges

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The Role of Blockchain in 6G: Challenges, Opportunities and Research Directions

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A Decision Support System for Urban Agriculture Using Digital Twin: A Case Study With Aquaponics

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Vision and research directions of 6G technologies and applications

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Quantum Sensing for Energy Applications: Review and Perspective

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Smart City IoT Services Creation Through Large-Scale Collaboration

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Off-Road Electric Vehicles and Autonomous Robots in Agricultural Sector: Trends, Challenges, and Opportunities

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A Systematic Review of Agricultural Sustainability Indicators

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Quantum Machine Learning Applications in the Biomedical Domain: A Systematic Review

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Several Key Technologies for 6G: Challenges and Opportunities

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Edge-Native Intelligence for 6G Communications Driven by Federated Learning: A Survey of Trends and Challenges

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A review on 6G for space-air-ground integrated network: Key enablers, open challenges, and future direction

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Agriculture 5.0: A New Strategic Management Mode for a Cut Cost and an Energy Efficient Agriculture Sector

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Non-Coherent and Backscatter Communications: Enabling Ultra-Massive Connectivity in 6G Wireless Networks

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Machine type communications: key drivers and enablers towards the 6G era

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Federated learning for 6G-enabled secure communication systems: a comprehensive survey

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Multi-Objective Resource Allocation for IRS-Aided SWIPT

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Recent advances in energy management for Green-IoT: An up-to-date and comprehensive survey

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Wireless Underground Sensor Networks Path Loss Model for Precision Agriculture (WUSN-PLM)

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Human Activity Recognition Based on Improved Bayesian Convolution Network to Analyze Health Care Data Using Wearable IoT Device

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Robust Design for Intelligent Reflecting Surfaces Assisted MISO Systems

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Study of convolutional neural network-based semantic segmentation methods on edge intelligence devices for field agricultural robot navigation line extraction

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Potential of remote sensing data-crop model assimilation and seasonal weather forecasts for early-season crop yield forecasting over a large area

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5G Evolution Toward 5G Advanced: An overview of 3GPP releases 17 and 18

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Facilitating URLLC in UAV-Assisted Relay Systems With Multiple-Mobile Robots for 6G Networks: A Prospective of Agriculture 4.0

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Photovoltaic Agricultural Internet of Things Towards Realizing the Next Generation of Smart Farming

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Augmented Reality in Precision Farming: Concepts and Applications

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Secure UAV-Aided Mobile Edge Computing for IoT: A Review

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Field Evaluation of Smart Sensor System for Plant Disease Prediction Using LSTM Network

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Blockchain and artificial intelligence-empowered smart agriculture framework for maximizing human life expectancy

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Rethinking Sustainable Sensing in Agricultural Internet of Things: From Power Supply Perspective

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Data Architecture for Digital Twin of Commercial Greenhouse Production

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Applications of THz Spectral Imaging in the Detection of Agricultural Products

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Cloud IOT based novel livestock monitoring and identification system using UID

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Blockchain Applications in Agriculture: A Scoping Review

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Modelling farmers’ adoption decisions of sustainable agricultural practices under varying agro-ecological conditions: A new perspective

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Wireless Positioning in IoT: A Look at Current and Future Trends

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Mobile Services for Smart Agriculture and Forestry, Biodiversity Monitoring, and Water Management: Challenges for 5G/6G Networks

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6G-Enabled Smart Agriculture: A Review and Prospect

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Contemporary Quantum Computing Use Cases: Taxonomy, Review and Challenges

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Efficient Ultra-Reliable and Low Latency Communications and Massive Machine-Type Communications in 5G New Radio

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Development of a Cost-Effective IoT-Based Weather Monitoring System

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Quantum sensors for accurate and stable long-term photosynthetically active radiation observations

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New perception about the use of nanofungicides in sustainable agriculture practices

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Using UAV-based thermal imagery to detect crop water status variability in cotton

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Improving Efficiency and Reliability in Information Offloading for LEO Satellite Networks by Intersatellite Communication Techniques

Adanvo, V. F., Mafra, S. B., Montejo‐Sánchez, S., Tondo, F. A., & Souza, R. D. (2024) · IEEE Transactions on Aerospace and Electronic Systems · doi:10.1109/taes.2024.3455312 · Cited by 3 · see citing works

Assessment and Insights into the Awareness and Readiness of Organizations to Implement the Assumptions of Industry 5.0: An Examination of Five Polish Sectors

Bartuś, K., Kocot, M., & Sączewska-Piotrowska, A. (2025) · Sustainability · doi:10.3390/su17030903 · Cited by 3 · see citing works

Deep neural network-driven precision agriculture multi-path multi-hop noisy plant image data transmission and plant disease detection

Asiedu, D. K. P., Bennin, K. E., Gookyi, D. A. N., Benjillali, M., & Saoudi, S. (2025) · Annals of Telecommunications · doi:10.1007/s12243-025-01087-z · Cited by 2 · see citing works

AGRICULTURE 5.0 POTENTIAL AND THE APPLICATION OF ADVANCED TECHNOLOGIES IN SERBIA

Bešić, C., Ćoćaklo, D., Bakator, M., Vidas-Bubanja, M. M., & Stanisavljev, S. (2025) · Ekonomika poljoprivrede · doi:10.59267/ekopolj2502599b · Cited by 3 · see citing works

Optimized Blockchain Consensus for Secure and Scalable Routing in 6G Nonterrestrial and Terrestrial IoT Networks

Mukisa, K. J., Ahakonye, L. A. C., Kim, D., & Lee, J. (2025) · IEEE Internet of Things Journal · doi:10.1109/jiot.2025.3647960 · Cited by 2 · see citing works

Precision Agriculture Deep Neural Network Driven Multi-hop Plant Image Noisy Data Transmission and Plant Disease Detection

Asiedu, D. K. P., Ofori-Amanfo, K. B., Bennin, K. E., Benjillali, M., Lee, K., Gookyi, D. A. N., & Saoudi, S. (2024) · International Symposium on Signal, Image, Video and Communications (ISIVC) · doi:10.1109/isivc61350.2024.10577918 · Cited by 2 · see citing works

Evolução da agricultura de precisão: uma revisão

Garcia, F., de Araújo, M. D. S. B., Leite, A. C. D. S., Garcia, R. C., & Galvíncio, J. D. (2024) · Revista Brasileira de Geografia Física · doi:10.26848/rbgf.v17.6.p4761-4812 · Cited by 3 · see citing works

The Impact of 6G Technology on Environmental Ecosystems and Human Life

Ghosh, O., & Kumar, B. (2025) · Advances in wireless technologies and telecommunication book series · doi:10.4018/979-8-3373-2220-9.ch010 · Cited by 2 · see citing works

Latest Trends and Challenges in Digital Agriculture for Crop ProductionPreprint

Fuentes-Peñailillo, F., Gutter, K., Vega, R., & Carrasco, G. A. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4611050 · Cited by 2 · see citing works

IoT appropriation for crop management and productivity enhancement in South Africa

Myeko, Z., & Rambe, P. (2024) · South African journal of information management · doi:10.4102/sajim.v26i1.1796 · Cited by 1 · see citing works

Youth-Driven Agri-Entrepreneurship in Kerala

Mohan, D. (2025) · Advances in environmental engineering and green technologies book series · doi:10.4018/979-8-3693-9964-4.ch015 · Cited by 1 · see citing works

Impact of 6G Technologies on Industry 5.0

Haque, S., & Singh, S. K. (2025) · Advances in wireless technologies and telecommunication book series · doi:10.4018/979-8-3373-2220-9.ch005 · Cited by 1 · see citing works

AI-Optimized 6G-IoT Sidelink for Navigation and Platooning of Agricultural Machinery and Collaborative Robots

Ogbodo, E. U., & Mendes, L. L. (2025) · IEEE Latin Conference on IoT (LCIoT) · doi:10.1109/lciot64881.2025.11118565 · Cited by 1 · see citing works

Unleashing Massive Connectivity with 6G: From Enabling Technologies and Design Principles to AI-Driven Network Intelligence

Soni, L., Taneja, A., & Sachdeva, A. (2025) · Journal of Circuits Systems and Computers · doi:10.1142/s0218126626300011 · Cited by 1 · see citing works

A Conceptual Framework for Integrating IoT, Artificial Intelligence and Blockchain in Smart Agriculture

Rustemi, A., Idrizi, F., Rustemi, E., & Idrizi, H. (2025) · International Conference on Communications, Information, Electronic and Energy Systems (CIEES) · doi:10.1109/ciees66347.2025.11300223 · Cited by 1 · see citing works

Agentic Agriculture 5.0: A conceptual framework for human-artificial intelligence co-governance in wise agricultural systems

Parra-López, C., & Carmona‐Torres, C. (2026) · Agricultural Systems · doi:10.1016/j.agsy.2026.104893 · Cited by 1 · see citing works

Recent developments, application cases, and lingering issues on the path to a 6G IoT

Anitha, C., Balakiruthiga, B., Angayarkanni, S. A., Selvi, P. P., & Kumar, L. S. (2023) · International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering (RMKMATE) · doi:10.1109/rmkmate59243.2023.10368882 · Cited by 1 · see citing works

Computational, AI and IT Solutions Helping Agriculture

Dimitrov, D. D. (2025) · Agriculture · doi:10.3390/agriculture15171820 · Cited by 1 · see citing works

Sustainable Networking Solutions in Remote IoT Environments: Use Cases, Challenges, and Solutions for Smart Agriculture

Plastras, S., Polymeni, S., Skoutas, D. N., Kormentzas, G., & Skianis, C. A. (2023) · Key challenges in geography · doi:10.1007/978-3-031-40747-5_17

STRATEGIC DIRECTIONS OF RURAL DEVELOPMENT IN THE CONTEXT OF “AGRICULTURE 5.0” FORMATION

Савченко, В., Кононенко, Л. В., & Sushych, V. (2024) · Economic scope · doi:10.32782/2224-6282/190-33

Enhancing Cybersecurity in Agriculture 5.0: Probabilistic Machine Learning Approaches

Bissadu, K. D. (2024) · doi:10.12794/metadc2332609

Reliability Enhancement in 5G/6G Millimeter Wave and Terahertz Cellular Systems with a LSTM Model

Rani, A. J. M., Pushpa, V., Jackson, B., Lakshmisridevi, S., Yakaiah, P., & Sivakumar., P. (2024) · International Conference on Intelligent Cyber Physical Systems and Internet of Things (ICoICI) · doi:10.1109/icoici62503.2024.10696788

A Systematic Literature Review Unveiling the Societal Impact of 5G/6G Technologies on Bridging the Digital Divide and Enabling Social Transformation

Subburayan, B., Sankarkumar, A. V., Chandrakala, G., Dhanalakshmi, K., Mohan, C., Victor, M., Rindavanam, R. V., & Sembiyan, R. (2025) · Advances in wireless technologies and telecommunication book series · doi:10.4018/979-8-3693-7788-8.ch019

Water Saving for Modern Agriculture in the B5G/6G Framework

Chochliouros, I. P., Spiliopoulou, A. S., Zayas, A. D., Losada, J. M., Cordeiro, L., Fernandes, J., & Lazaridis, P. I. (2025) · IFIP advances in information and communication technology · doi:10.1007/978-3-031-97317-8_22

Challenges and Opportunities in Photonics Integration for Industry 5.0

Jindal, T., Singh, S., & Jha, R. (2025) · Advances in optics and optoelectronics · doi:10.1007/978-981-96-7594-4_10

A FinTech-Aligned Optimization Framework for IoT-Enabled Smart Agriculture to Mitigate Greenhouse Gas Emissions

Polymeni, S., Skoutas, D. N., Kormentzas, G., & Skianis, C. (2025) · Information · doi:10.3390/info16090797

Edge-AI and IoT Based Smart Agriculture: Challenges and Use Cases

Faye, B. M., Diop, F., & Niang, I. (2025) · Communications in computer and information science · doi:10.1007/978-3-031-98327-6_7

Smart Cities with 6G-Internet of Things

Mishra, P., & Singh, G. K. (2025) · Springer eBooks · doi:10.1007/978-3-032-01102-2_6

Doppler Resistant Enhancement for Energy Efficient Device-to-Satellite LoRa Communications

Dietl, G. K. E., Oehme, S., & Bergmann, P. (2025) · International ITG Workshop on Smart Antennas · doi:10.1109/wsa65299.2025.11202795

Integrated Communication and In-Band Spectrum Polarization-Based Sensing via Fraction-Division Non-Orthogonal Multiple Access

Wang, L., Wang, Y., Li, Y., Lin, Z., Wei, Z., Lü, C., Yu, C., & Tang, M. (2025) · Journal of Lightwave Technology · doi:10.1109/jlt.2025.3625373

Overview of Different Throughput Models in 6G Networks

Kitanov, S., & Antonić, A. (2025) · International Conference on Software, Telecommunications and Computer Networks (SoftCOM) · doi:10.23919/softcom66362.2025.11197309

Sürdürülebilirlik Kapsamında Akıllı Tarım Uygulamaları

EMİROĞLU, B. D. (2025) · Özgür Yayınları eBooks · doi:10.58830/ozgur.pub1102.c4405

Agriculture 5.0 and the Internet of Things

Özgüven, M. M. (2023) · CRC Press eBooks · doi:10.1201/b23229-5

Survey of Intelligent Agricultural IoT Based on 5G

Liu, J., Shu, L., Lu, X., & Liu, Y. (2023) · Electronics · doi:10.3390/electronics12102336 · Cited by 68 · see citing works

Agriculture 5.0: A Paradigm Shift Towards Intelligent and Sustainable Farming Systems - A Review

(2026) · International Journal of Drug Delivery Technology · doi:10.25258/ijddt.16.67s.102

Revolutionizing Agriculture with IoT –A Review

Rathi, M., & Gomathy, C. (2023) · International Conference on Smart Electronics and Communication (ICOSEC) · doi:10.1109/icosec58147.2023.10275835 · Cited by 4 · see citing works

Smart Farming: Applications of IoT in Agriculture

Singh, A. K. (2022) · Springer eBooks · doi:10.1007/978-3-030-84205-5_114 · Cited by 11 · see citing works