V.N. Ruchkin – Dr. Sc. (Eng.), Professor, Department of Informatics and Computer Engineering,
Ryazan State University named for S. Yesenin

E-mail: v.ruchkin@rsu.edu.ru

B.V. Kostrov – Dr. Sc. (Eng.), Professor, Department of Computer, Ryazan State Radio Engineering University

E-mail: kostrov.b.v@evm.rsreu.ru

A.N. Kolesenkov – Ph. D. (Eng.), Associate Professor, Department of Space Technology,
Ryazan State Radio Engineering University

E-mail: kolesenkov.a.n@rsreu.ru

It is proposed to use technology of cyber-physical systems (CPS) with cloud computing and supercomputers in problems of three-level ground, air, and Earth remote sensing to disaster monitoring. We propose a method for assessing the risk of using CPS monitoring of emergency situations. Developed informational, operational and algorithmic support of CPS, for example, monitoring of a fire on a potentially dangerous object. Examines the hierarchical structure of intelligent telecommunications components of CFS on the basis of neuroprocessor to reduce the risk of decision-making due to the specialized data processing under uncertainty using fuzzy sets. Presents the user interface of the monitoring system, define the operating modes of the complex.

1. Kolesenkov A.N., Kostrov B.V., Ruchkin V.N. Emergencies monitoring and preventing // Proceedings 2nd Mediterranean Conference on Embedded Computing (MECO). 2013. P. 263−265.
2. Kolesenkov A., Kostrov B., Ruchkina E., Ruchkin V. Anthropogenic situation express monitoring on the base of the fuzzy neural networks // Proceedings 3rd Mediterranean Conference on Embedded Computing (MECO). 3/2014 (including ECyPS). P. 166−168.
3. Teodora Sanislav, George Mois, Silviu Folea, Liviu Miclea, Giulio Gambardella, Paolo Prinetto. A Cloud-based Cyber-Physical System for Environmental Monitoring // Proceedings of 3rd Mediterranean Conference on Embedded Computing (MECO). Montenegro, Budva. 2014. P. 6−9.
4. Ruchkin V.N., Kostrov B.V., Kolesenkov A.N., Ruchkina E.V. Algorithms of Fire seat Detection, Modeling Their Dynamics and Observation of Forest Fires via Communication Technologies // Proceedings 4th Mediterranean Conference on Embedded Computing. Budva. 2015. P. 254−257.
5. Zlobin V.K., Eremeev V.V., Kuzneczov A.E. Obrabotka izobrazhenij v geoinformaczionny'x sistemax: ucheb. posobie. Ryazanskij gos. radiotexnicheskij un-t. 2008. 264 s.
6. Sovremenny'e texnologii obrabotki danny'x distanczionnogo zondirovaniya Zemli / Pod red. V.V. Eremeeva. M.: FIZMATLIT. 2015. 460 p.
7. Kolesenkov A.N., Kostrov B.V., Ruchkin V.N. Nejronny'e seti monitoringa chrezvy'chajny'x situaczij po danny'm DZZ // Izvestiya Tul'skogo gosudarstvennogo universiteta. Texnicheskie nauki (Tula: Izd-vo TulGU). 2014. № 5. S. 220−225.
8. Kolesenkov A.N., Nikolaev N.A. Issledovanie algoritma nejrosetevogo prognozirovaniya nelinejny'x vremenny'x ryadov // Sb. statej Mezhdunar. nauchno-prakticheskoj konf. «Sovremennoe sostoyanie i perspektivy' razvitiya texnicheskix nauk» (otvetstvenny'j redaktor Sukiasyan A.A.). 2015. S. 59−62.
9. Zlobin V.K., Ruchkin V.N. Nejroseti i nejrokomp'yutery'. SPb.: BXV – Peterburg. 2011. 256 s.
10. Agafonov A.M., Kolesenkov A.N., Sary'chev N.A. Primenenie metoda nechetkoj klasterizaczii e'lementov ae'rokosmicheskix izobrazhenij dlya monitoringa territorij i opasny'x ob''ektov // Sb. nauchny'x trudov po materialam Mezhdunar. nauchno-prakticheskoj konf. «Nauka i obrazovanie v zhizni sovremennogo obshhestva» (v 14 tomax). 2015. S. 16−17.
11. Kolesenkov A.N., Melkova D.A. Metody' klasterizaczii danny'x v geoinformaczionny'x sistemax // Sb. trudov Mezhdunar. nauch.-texn. i nauch.-metod. konf. «Sovremenny'e texnologii v nauke i obrazovanii (STNO)». Ryazanskij gosudarstvenny'j radiotexnicheskij universitet. 2016. V 4 tomax (pod obshh. red. O.V. Milovzorova). S. 121−123.
12. Kolesenkov A.N., Kostrov B.V., Ruchkin V.N. Metodika intellektual'nogo obnaruzheniya, modelirovaniya i soprovozhdeniya pozharov // Izvestiya Tul'skogo gosudarstvennogo universiteta. Texnicheskie nauki. 2015. № 5−2. S. 266−274.
13. Kolesenkov A.N., Yur'ev P.N. Razrabotka algoritma ae'rokosmicheskogo GIS-monitoringa e'kosistem //  Sb. nauchny'x trudov «Aktual'ny'e problemy' matematiki i informatiki: teoriya, metodika, praktika». Elecz. 2015. S. 149−153.
14. Kolesenkov A.N., Slinkin V.A. Informaczionnaya podderzhka prinyatiya reshenij v usloviyax neopredelennosti na promy'shlennom proizvodstve // Materialy' XXI Vseros. nauchno-texnich. konf. studentov, molody'x ucheny'x i speczialistov «Novy'e informaczionny'e texnologii v nauchny'x issledovaniyax». Ryazanskij gosudarstvenny'j radiotexnicheskij universitet. 2016. S. 301−302.
15. Ruchkin V., Fulin V., Kostrov B., Taganov A., Kolesenkov A. Forest fire monitoring by means of cyber-physical system // Proceedings 5th Mediterranean Conference on Embedded Computing (MECO). 2016. S. 30−34.
16. Zlobin V.K., Kolesenkov A.N., Kostrov B.V. Korrelyaczionno-e'kstremal'ny'e metody' sovmeshheniya ae'rokosmicheskix izobrazhenij // Vestnik Ryazanskogo gosudarstvennogo radiotexnicheskogo universiteta. 2011. № 37. S. 12−17.
17. Kolesenkov A.N., Kostrov B.V., Sablina V.A. Primenenie veshhestvenno-diadnoj svertki dlya identifikaczii ae'rokosmicheskix izobrazhenij // V mire nauchny'x otkry'tij. 2011. T. 13. № 1. S. 122−127.
18. Babaev S.I., Baranchikov A.I., Grinchenko N.N., Kolesenkov A.N., Loginov A.A. The directions for collaborate usage of flight apparatus technical vision system information and electronic cartography // 5th Mediterranean Conference on Embedded Computing (MECO). 2016. S. 153−157.
19. Kostrov B.V. Korrelyaczionno-e'kstremal'ny'j metod obnaruzheniya czifrovy'x signalov // Czifrovaya obrabotka signalov. 2011. № 2. S. 46−50.
20. Romanchuk V.A., Ruchkin V.N. Razrabotka programmny'x sredstv analiza nejroproczessorny'x sistem // Vestnik Ryazanskogo gosudarstvennogo radiotexnicheskogo universiteta. 2010. № 32. S. 61−67.