AI, Sensors, and Robotics for Smart Agriculture
1. Introduction
2. Artificial Intelligence (AI)
3. Sensors
4. Robotics
5. Conclusions
Acknowledgments
Conflicts of Interest
References
- Dethier, J.-J.; Effenberger, A. Agriculture and development: A brief review of the literature. Econ. Syst. 2012, 36, 175–205. [Google Scholar] [CrossRef]
- Jarial, S. Internet of Things application in Indian agriculture, challenges and effect on the extension advisory services—A review. J. Agribus. Dev. Emerg. Econ. 2022, 13, 505–519. [Google Scholar] [CrossRef]
- Ping, Y. Agricultural Intellectual Property Management and Informatization under the Development of Modern Agriculture Background. In Proceedings of the 2009 International Conference on E-Business and Information System Security, Wuhan, China, 23–24 May 2009; pp. 1–4. [Google Scholar]
- Dara, R.; Fard, S.M.H.; Kaur, J. Recommendations for ethical and responsible use of artificial intelligence in digital agriculture. Front. Artif. Intell. 2022, 5, 884192. [Google Scholar] [CrossRef] [PubMed]
- Wakchaure, M.; Patle, B.; Mahindrakar, A. Application of AI techniques and robotics in agriculture: A review. Artif. Intell. Life Sci. 2023, 3, 100057. [Google Scholar] [CrossRef]
- Zha, J. Artificial intelligence in agriculture. J. Phys. Conf. Ser. 2020, 1693, 012058. [Google Scholar] [CrossRef]
- Eli-Chukwu, N.C. Applications of Artificial Intelligence in Agriculture: A Review. Eng. Technol. Appl. Sci. Res. 2019, 9, 4377–4383. [Google Scholar] [CrossRef]
- Mohr, S.; Kuhl, R. Acceptance of Artificial Intelligence in German Agriculture: An Application of the Technology Acceptance Model and the Theory of Planned Behavior. Precis. Agric. 2021, 22, 1816–1844. [Google Scholar] [CrossRef]
- Lakhiar, I.A.; Jianmin, G.; Syed, T.N.; Chandio, F.A.; Buttar, N.A.; Qureshi, W.A. Monitoring and Control Systems in Agriculture Using Intelligent Sensor Techniques: A Review of the Aeroponic System. J. Sens. 2018, 2018, 8672769. [Google Scholar] [CrossRef]
- Aqeel-ur, R.; Abbasi, A.Z.; Islam, N.; Shaikh, Z.A. A review of wireless sensors and networks’ applications in agriculture. Comput. Stand. Interfaces 2014, 36, 263–270. [Google Scholar] [CrossRef]
- Singh, N.; Singh, A.N. Odysseys of agriculture sensors: Current challenges and forthcoming prospects. Comput. Electron. Agric. 2020, 171, 105328. [Google Scholar] [CrossRef]
- Cao, W.; Xu, J.; Shan, J.; Sun, R. Research and Application of Wireless Sensor Networks in Agriculture. In Proceedings of the International Conference on Electronic Industry and Automation (EIA), Suzhou, China, 23–25 June 2017; Volume 145, pp. 151–154. [Google Scholar]
- Yin, H.; Cao, Y.; Marelli, B.; Zeng, X.; Mason, A.J.; Cao, C. Soil Sensors and Plant Wearables for Smart and Precision Agriculture. Adv. Mater. 2021, 33, 2007764. [Google Scholar] [CrossRef] [PubMed]
- Lytridis, C.; Kaburlasos, V.G.; Pachidis, T.; Manios, M.; Vrochidou, E.; Kalampokas, T.; Chatzistamatis, S. An Overview of Cooperative Robotics in Agriculture. Agronomy 2021, 11, 1818. [Google Scholar] [CrossRef]
- Vougioukas, S.G. Agricultural Robotics. Annu. Rev. Control Robot. Auton. Syst. 2019, 2, 365–392. [Google Scholar] [CrossRef]
- Zheng, B.-G.; Wang, H. Application Research of Wireless Sensor Network in the Fine Production of Agriculture. In Proceedings of the International Conference on Advances in Materials Science and Information Technologies in Industry (AMSITI), Xi’an, China, 11–12 January 2014; Volume 513–517, pp. 3695–3698. [Google Scholar]
- Oliveira, L.F.P.; Moreira, A.P.; Silva, M.F. Advances in Agriculture Robotics: A State-of-the-Art Review and Challenges Ahead. Robotics 2021, 10, 52. [Google Scholar] [CrossRef]
- Hajjaj, S.S.H.; Sahari, K.S.M. Review of Agriculture Robotics: Practicality and Feasibility. In Proceedings of the IEEE International Symposium on Robotics and Intelligent Sensors (IRIS), Tokyo, Japan, 17–20 December 2016; pp. 194–198. [Google Scholar]
- Kalyanaraman, A.; Burnett, M.; Fern, A.; Khot, L.; Viers, J. Special report: The AgAID AI institute for transforming workforce and decision support in agriculture. Comput. Electron. Agric. 2022, 197, 106944. [Google Scholar] [CrossRef]
- Sarkar, M.R.; Masud, S.R.; Hossen, M.I.; Goh, M. A Comprehensive Study on the Emerging Effect of Artificial Intelligence in Agriculture Automation. In Proceedings of the 2022 IEEE 18th International Colloquium on Signal Processing & Applications (CSPA 2022), Selangor, Malaysia, 12 May 2022; pp. 419–424. [Google Scholar]
- Chen, J.I.-Z.; Hengjinda, P. Applying AI Technology to the Operation of Smart Farm Robot. Sens. Mater. 2019, 31, 1777–1788. [Google Scholar] [CrossRef]
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Zhang, B.; Qiao, Y. AI, Sensors, and Robotics for Smart Agriculture. Agronomy 2024, 14, 1180. https://doi.org/10.3390/agronomy14061180
Zhang B, Qiao Y. AI, Sensors, and Robotics for Smart Agriculture. Agronomy. 2024; 14(6):1180. https://doi.org/10.3390/agronomy14061180
Chicago/Turabian StyleZhang, Baohua, and Yongliang Qiao. 2024. "AI, Sensors, and Robotics for Smart Agriculture" Agronomy 14, no. 6: 1180. https://doi.org/10.3390/agronomy14061180
APA StyleZhang, B., & Qiao, Y. (2024). AI, Sensors, and Robotics for Smart Agriculture. Agronomy, 14(6), 1180. https://doi.org/10.3390/agronomy14061180