Agricultural Robots: The Applications of Robotics in Smart Agriculture: towards More Advanced Agro Informatics Practice
DOI:
https://doi.org/10.51983/arme-2020.9.1.2472Keywords:
Agricultural Informatics, Robotics, AI, Artificial Intelligence, Agricultural Sciences, Development, Sustainable Growth in AgricultureAbstract
Robotics is a machine which is supported by the Artificial Intelligence and Expert Systems. This is basically run with the programmable computer which is run and does the performance and activities automatically. The robotics systems can be done with the integrated systems built inside or it may be done by the external controlling mechanism. It is not mandatory that a robot always looks like a human being. It could be of any form and designing or shape, however, the things in robotics is that it is operated automatically. Robots are applicable in diverse areas and sectors and among these important are include healthcare, business, agriculture, transportation, manufacturing etc. As far as agriculture is concerned, Robotics is very much associated with the various pre and postproduction of agriculture and similar sectors. Initially in harvesting only the robotics were used but currently, there are more concerns where robotics can be applicable viz. drone for the weed controlling, plant seeding, environmental assessing and monitoring, soil mapping and analysis, etc. Initially, only basic Information Technology tools were common in agricultural practices but in recent past, many technologies are using in agriculture and among these important are Cloud Computing, Big Data, HCI, Usability Engineering, Robotics and AI, etc. According to the market analysis companies the growth of the robotics is very increasing and will touch the high very soon. This paper talks about the basics of robotics including a special focus on agriculture. Paper also highlighted the areas of applications with the concern of issues and challenges in brief.
References
T.Ahmad, S.Ahmad and M. Jamshed, “A knowledge based Indian agriculture: With cloud ERP arrangement”. In 2015 International Conference on Green Computing and Internet of Things (ICGCIoT) , 333-340, October, 2015.
K.R. Aravind, P. Raja and M. Pérez Ruiz, M, “Task-based agricultural mobile robots in arable farming: A review”, Spanish Journal of Agricultural Research, Vol.15, No.1, pp.1-16, 2016.
B.A. Aubert, A.Schroeder and J. Grimaudo, “IT as enabler of sustainable farming: An empirical analysis of farmers’ adoption decision of precision agriculture technology.”Decision support systems, Vol.54, No.1, pp.510-520, 2012.
S.M. Babu, A.J. Lakshmi and B.T. Rao, “A study on cloud based Internet of Things: CloudIoT”. In 2015 global conference on communication technologies (GCCT) (60-65). IEEE, April, 2015
S. Balamurugan, N. Divyabharathi, K. Jayashruthi, M. Bowiya, R.P. Shermy and R. Shanker, “Internet of agriculture: Applying IoT to improve food and farming technology”, International Research Journal of Engineering and Technology (IRJET), Vol.3, No.10, pp.713-719, 2016.
C. Bauckhage and K. Kersting, “Data mining and pattern recognition in agriculture,” KI-Künstliche Intelligenz, Vol.27, No.4, pp. 313-324, 2013.
A. Bechar and Y. Edan, “Human‐robot collaboration for improved target recognition of agricultural robots”. Industrial Robot: An International Journal, Vol.30, No.5, pp.432-436.
A. Bechar and C.Vigneault,“Agricultural robots for field operations: Concepts and components,”. Biosystems Engineering, Vol.149,pp. 94-111, 2016.
H. Channe, S. Kothari and D. Kadam, Multidisciplinary model for smart agriculture using internet-of-things (IoT), sensors, cloud-computing, mobile-computing & big-data analysis. Int. J. Computer Technology & Applications, Vol.6, No.3,pp.374-382, 2015.
Y. Edan, “Design of an autonomous agricultural robot”. Applied Intelligence, Vol.5, No.1, pp.41-50, 1995.
S.S. Gill, I. Chana and R. Buyya, “IoT based agriculture as a cloud and big data service: the beginning of digital India,”.Journal of Organizational and End User Computing (JOEUC), Vol.29, No.4,pp.1-23, 2017.
R. Gómez-Chabla, K. Real-Avilés,C. Morán, P. Grijalva and T. Recalde, “IoT Applications in Agriculture: A Systematic Literature Review”. In 2nd International Conference on ICTs in Agronomy and Environment, pp.68-76, 2019.
M.S. Goraya and Kaur, “H. Cloud computing in agriculture”. HCTL Open International Journal of Technology Innovations and Research (IJTIR), Vol.16, pp.2321-1814, 2015.
E. Guardo,A. Di Stefano, A . La Corte, M. Sapienza, and M. Scatà, , “A fog computing-based iot framework for precision agriculture”, Journal of Internet Technology, Vol.19, No.5, pp.1401-1411, 2018
I.A. Hameed, D. Bochtis, and C.A. Sørensen,“An optimized field coverage planning approach for navigation of agricultural robots in fields involving obstacle areas”. International journal of advanced robotic systems, Vol.10, No.5, pp.231, 2013.
S.S.Kamble, A. Gunasekaran, and S.A. Gawankar,“Achieving sustainable performance in a data-driven agriculture supply chain: A review for research and applications,” International Journal of Production Economics,Vol.219,pp.179-194, 2020.
R.Kajol and K.K. Akshay, “Automated Agricultural Field Analysis and Monitoring System Using IOT,” International Journal of Information Engineering and Electronic Business, Vol.11, No.2, 2018.
A. Na and Isaac, “W, Developing a human-centric agricultural model in the IoT environment.,”In 2016 International Conference on Internet of Things and Applications (IOTA),pp.92-297, IEEE, 2016.
B. Ozdogan, A. Gacar, A and H. Aktas, “ Digital agriculture practices in the context of agriculture 4.0,” Journal of Economics Finance and Accounting, Vol.4, No.2, pp.186-193, 2017.
Pau1, Prantosh Kumar Minakshi Ghosha and Dipak Chaterjee, “Information Systems & Networks (ISN): Emphasizing Agricultural Information Networks with a case Study of AGRIS,”.Scholars Journal of Agriculture and Veterinary Sciences, Vol.1, No.1, pp.38-41, 2014
Paul and Prantosh Kumar, “Information and Knowledge Requirement for Farming and Agriculture Domain,”.International Journal of Soft Computing Bio Informatics, Vol.4, No.2,pp.80-84, 2013.
Paul and Prantosh Kumar etal, “Agricultural Problems in India requiring solution through Agricultural Information Systems: Problems and Prospects in Developing Countries,” International Journal of Information Science and Computing,Vol.2,No.1, pp. 33-40.
Paul and Prantosh Kumar etal. “Cloud Computing and Virtualization in Agricultural Space: A Knowledge Survey,” Palgo Journal of Agriculture, Vol.4, No.2, pp.202-206, 2016.
Paul and Prantosh Kumar etal, “Information and Communication Technology and Information: their role in Tea Cultivation and Marketing in the context of Developing Countries—A Theoretical Approach,”Current Trends in Biotechnology and Chemical Research,Vol.5, No.2,pp.55-161, 2015
S.M. Pedersen,S. Fountas,H. Have and B.S. Blackmore, . “Agricultural robots—system analysis and economic feasibility,” Precision agriculture, Vol.7, No.4, pp.295-308, 2006.
N.V.Reddy, A.V.V.Reddy, S. Pranavadithya and J.J. Kumar, “A critical review on agricultural robots,” International Journal of Mechanical Engineering and Technology, Vol.7, No. 4, pp.183-188, 2016.
T. Rezník, K.Charvát, V. Lukas, K. Charvát Jr, S. Horáková and M. Kepka, “Open data model for (precision) agriculture applications and agricultural pollution monitoring”, In EnviroInfo and ICT for Sustainability 2015. Atlantis Press, 2015.
S.Sakai, M. Iida, K. Osuka and M. Umeda, “Design and control of a heavy material handling manipulator for agricultural robots,”Autonomous Robots, Vol.25, No.3, pp.189-204.
H.G.Tanner, K.J. Kyriakopoulos, and N.I. Krikelis, “Advanced agricultural robots: kinematics and dynamics of multiple mobile manipulators handling non-rigid material”. Computers and electronics in agriculture, Vol.31, No.1, pp.91-105, 2001.
F. TongKe, “Smart agriculture based on cloud computing and IOT,” Journal of Convergence Information Technology, Vol. 8, No. 2, pp.210-216, 2013.
S. Vougioukas, S. Fountas, S.Blackmore, and L.Tang, , “Combining reactive and deterministic behaviours for mobile agricultural robots,” Operational Research, Vol.5, No.1,pp.153-163, 2005.
S. Yaghoubi, N.A. Akbarzadeh,S.S. Bazargani,S.S Bazargani, M. Bamizan and M.I Asl, “ Autonomous robots for agricultural tasks and farm assignment and future trends in agro robots,” International Journal of Mechanical and Mechatronics Engineering, Vol.13, No.3, pp, 1-6, 2013.
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