Abstract
This article discusses an adaptation of ViPS (Virtual Physical Space) to build an intelligent infrastructure for smart agriculture. ViPS is a reference architecture aiming to support development of applications where AI enhanced with IoT (Internet of Things) and CPSS (Cyber-Physical-Social System) technologies are first class citizens. The main challenge is the virtualization of “things” from the physical world, as well as related events, time and spatial aspects. In this paper, two modeling approaches are presented that are used to virtualize the physical “things” we are interested in. To present the spatial aspects of things we use an Ambient-Oriented Modeling approach. By adapting of ambient-oriented interpreter, we created an animated simulator for modelling of some scenarios implementing basic services in the space. The second approach uses intelligent agents with an environment presented as artifacts. Both modeling approaches are demonstrated with a realistic example. Currently, a prototype implementation of the smart agriculture space is conducted in the region of Plovdiv.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Stoyanov, S., Popchev, I., Doychev, E., Mitev, D., Valkanov, V., Stoyanova-Doycheva, A., Valkanova, V., Minov, I.: DeLC educational portal. Cybern. Inf. Technol. Bulgarian Acad. Sci. 10(3), 49–69 (2010). ISSN 1311-9702
Stoyanov, S., Orozova, D., Popchev, I.: Virtual education space—present and future. In: Proceedings of the Jubilee scientific conference with international participation, BFU, vol. II, pp. 410–418. ISBN 978-619-7126-28-0
Stoyanov, S., Stoyanova-Doycheva, A., Glushkova, T., Doychev, E.: Virtual physical space—an architecture supporting internet of things applications. In: Proceedings of the XXth International Symposium on Electrical Apparatus and Technologies, SIELA, Burgas, Bulgaria, pp. 251–252 (2018)
Stoyanov, S., Orozova, D., Popchev, I.: Internet of things water monitoring for a smart seaside city. In: Proceedings of the XXth International Symposium on Electrical Apparatus and Technologies, SIELA, Burgas, Bulgaria, pp. 253–254 (2018)
Glushkova, T., Miteva, M., Stoyanova-Doycheva, A., Ivanova, V., Stoyanov, S.: Implementation of a personal internet of thing tourist guide. Am. J. Comput. Commun. Control 5(2), 39–51 (2018). ISSN 2375-3943
Glushkova, T., Stoyanov, S., Popchev, I., Cheresharov, S.: Ambient-oriented modeling in a virtual educational space. Comptes rendus de l’Academie bulgare des Sci. 71(3), 398–406 (2018). ISSN 1310-1331
Kirkpatrick, K.: Technologizing agriculture. Commun. ACM 62(2), 14–16 (2019)
Kang, M., Fan, X.-R., Hua, J., Wang, H., Wang, X., Wang, F.-Y.: Managing traditional solar greenhouse with CPSS: a just-for-fit philosophy. IEEE Trans. Cybern. 12, 3371–3380 (2018)
Kiani, F., Seyyedabbasi, A.: Wireless sensor network and internet of things in precision agriculture. Int. J. Adv. Comput. Sci. Appl. 9(6), 99–103 (2018)
Moreno-Moreno, C.D., Brox-Jiménez, M., Gersnoviez-Milla, A.A., Márquez-Moyano, M., Ortiz-López, M.A., Quiles-Latorre, F.J.: Wireless sensor network for sustainable agriculture. In: Proceedings of the Green Technology and Engineering International Conference EGTE IC’18, Caceres, Spain, Proceedings 2018, vol. 2, pp. 1302 (2018). https://doi.org/10.3390/proceedings2201302
Karim, F., Karim, F., Frihida, A.: Monitoring system using web of things in precision agriculture. Procedia Comput. Sci. 110, 402–409 (2017)
Kamilaris, A., Kartakoullis, A., Prenafeta-Boldú, F.X.: A review on the practice of big data analysis in agriculture. Comput. Electron. Agric. 143, 23–37 (2017)
Wooldridge, M.: An Introduction to Multi Agent Systems. Wiley (2009). ISBN 978-0-470-51946-2
Moszkowski, B.: Compositional reasoning using interval temporal logic and tempura. In: Lectures Notes in Computer Sciences, vol. 1536, pp. 439–464. Springer, Berlin
Siewe, F., Zedan, H., Cau, A.: The calculus of context-aware ambients. J. Comput. Syst. Sci. 77(4), 597–620 (2010)
Guglev, Z., Stoyanov, S.: Hybrid approach for manipulation of events in the virtual referent space. In: Proceedings of the International Scientific Conference Blue Economy and Blue Development, pp. 197–203. Burgas Free University, Burgas (2018). ISBN 978-619-7126-57-0
FIPA Agent Communication Language. http://www.fipa.org/repository/aclspecs.html
Cardelli, L., Gordon, A.: Mobile ambients. Theoret. Comput. Sci. 240, 177–213 (2000)
Cook, D.J., Augusto, J.C., Jakkula, V.R.: Ambient intelligence: technologies, applications, and opportunities. Pervasive Mob. Comput. 5(4), 277–298 (2009)
Ashton, K.: That ‘Internet of things’ thing, in the real world things matter more than ideas. RFID J. 22, 65–78 (2009)
Yachir, A., Amirat, Y., Chibani, A., Badache, N.: Event-aware framework for dynamic services discovery and selection in the context of ambient intelligence and internet of things. IEEE Trans. Autom. Sci. Eng. 13(1), 85–102 (2016)
Milner, R., Parrow, J., Walker, D.: A calculus of mobile processes. Inf. Comput. Parts 1–2 100(1), 1–77 (1992)
Boissier, O., Bordini, R.H., Hübner, J.F., Ricci, A.: Multi-Agent Oriented Programming. Multi-Agent Systems Using JaCaMo. The MIT Press, Cambridge, Massachusetts, London, England (2020)
Bordini, R.H., Hübner, J.F., Wooldridge, M.: Programming Multi-Agent Systems in AgentSpeak using Jason. Wiley Ltd. (2007)
Ricci, A., Viroli, M., Omicini, A.: The A&A programming model and technology for developing agent environments in MAS. In: Dastani, M., et al. (eds.) ProMAS 2007, LNAI 4908, pp. 89–106. Springer, Berlin (2008)
Al-Sammarraie, M.H.: Policy-Based Approach For Context-aware Systems. Software Technology Research Laboratory. De Montfort University, Leicester, UK (2011)
Acknowledgements
The research work reported in the paper is partly supported by the Bulgarian National Science Fund of the Ministry of Education under the project BG PLANTNET “Establishment of National Information Network GenBank—Plant genetic resources”, Grant KP-06X36/2.
We acknowledge the provided access to the e-infrastructure of the Centre for Advanced Computing and Data Processing, with the financial support by the Grant No BG05M2OP001-1.001-0003, financed by the Science and Education for Smart Growth Operational Program (2014–2020) and co-financed by the European Union through the European structural and Investment funds.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this chapter
Cite this chapter
Stoyanov, S., Glushkova, T., Popchev, I., Doukovska, L. (2022). Virtualization of Things in a Smart Agriculture Space. In: Sgurev, V., Jotsov, V., Kacprzyk, J. (eds) Advances in Intelligent Systems Research and Innovation. Studies in Systems, Decision and Control, vol 379. Springer, Cham. https://doi.org/10.1007/978-3-030-78124-8_16
Download citation
DOI: https://doi.org/10.1007/978-3-030-78124-8_16
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-78123-1
Online ISBN: 978-3-030-78124-8
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)