ISSN 0021-3454 (print version)
ISSN 2500-0381 (online version)
Menu

11
Issue
vol 67 / November, 2024
Article

DOI 10.17586/0021-3454-2015-58-11-945-951

UDC 004.415.2.043, 004.656, 004.75

METHOD OF AGGREGATION AND NORMALIZATION OF HETEROGENEOUS SENSOR NETWORK DATA

M. A. Kolchin
ITMO University, Saint Petersburg, 197101, Russian Federation; postgraduate


I. A. Shilin
Университет ИТМО, Санкт-Петербург, 197101, Российская Федерация; Assistant


D. S. Garayzuev
ITMO University, Saint Petersburg, 197101, Russian Federation; student


D. I. Mouromtsev
ITMO Univresity, 197101, Saint Petersburg, Russian federation; Associate Professor


D. A. Zakoldaev
ITMO University, Saint Petersburg, 197101, Russian Federation; ; Dean


N. V. Klimov
ITMO University, Department of Computer Science and Applied Mathematics-1; Engineer


Read the full article 

Abstract. A method is proposed for aggregation of sensor networks data that includes electronic devices, using different protocols and data models. The method is based on application of module architecture of the program system and upper ontologies. The program system architecture is presented; an instrument for semi-automatic generation of RDF- description of electronic devices is characterized.
Keywords: sensor networks, Internet of things, ontology engineering, semantic web technologies, OSGI architecture, upper ontologies, data integration

References:
  1. Ashton K. RFiD Journal, 2009, nо. 50.
  2. Atzori L. et al. Computer Networks, 2010, no. 15 (54), pp. 2787–2805.
  3. Liu D. L., Zhu X. B., Xu K. L., Fang D. M. Applied Mechanics and Materials, 2014, no. 517, pp. 1519–1522.
  4. Bainbridge S., Steinberg C., Furnas M. Proc. of the Intern. Coral Reef Symposium, 2010, pp. 529–533.
  5. Kolchin M.A., Fentsel' A., Muromtsev D.I., Popov S.O., Pavlov D.S., Klimov N.V., Andreev A.A., Garayzuev D.S. Scientific and Technical Journal of Information Technologies, Mechanics and Optics, 2015, no. 2(96), pp. 285–292. (in Russ.)
  6. Oliveira L., Rodrigues J. J. of Communications, 2011, no. 2 (6), pp. 143–151.
  7. Aberer K., Hauswirth M., Salehi A. Proc. of the 32th Intern. Conf. on Very Large Data Bases, Seoul, Korea, 12–15 Sept. 2006, pp. 1199—1202.
  8. Lanthaler M., Guetl C. Proc. of the WWW2013 Workshop on Linked Data on the Web, Rio de Janeiro, Brazil, 14 May 2013.
  9. Barnaghi P. et al. Intern. J. on Semantic Web & Information Systems, 2012, no. 1(8), pp. 1–21.
  10. Compton M., Barnaghi P., Bermudez L. et al. Web Semantics: Science, Services and Agents on the World Wide Web, 2012, no. 17, pp. 25–32.
  11. Noy N. SIGMOD Rec., 2004, no. 4(33), pp. 65–70.
  12. Kolchin M., Klimov N., Andreev A., Shilin I., Garayzuev D., Mouromtsev D. and Zakoldaev D. Proc. of Knowledge Engineering and Semantic Web Conf., Moscow, Russia, 30 Sept.–2 Oct. 2015.