Preview

SYNTHESIS OF INFORMATION MODEL FOR ALTERNATIVE FUNCTIONAL DIAGNOSTICS PROCEDURE

Abstract

Probabilistic approaches in information theory and information theory of measurement, allowing to calculate and analyze the amount expected to models measuring conversions and encoding tasks random measurement signals were considered. A probabilistic model of diagnostic information model transformation and diagnostic procedures was developed. Conditions for obtaining the maximum amount of diagnostic information were found out.

About the Authors

P. F. Shchapov
National Technical University «Kharkiv Polytechnic Institute», Kharkov
Ukraine


R. P. Miguschenko
National Technical University «Kharkiv Polytechnic Institute», Kharkov
Ukraine


References

1. Ornatskij P.P. Teoreticheskiye osnovy informatsionno-izmeritel'noj tekhniki [Theoretical basis of informativemeasuring technique]. Kiev, Vishha shkola Publ., 1983. 455 р. (in Russian).

2. Panin V.V. Osnovy teorii informatsii: uchebnoye posobiye. Ch. 2. Vvedeniye v teoriyu kodirovaniya [Basics of information theory. Part 2. Introduction in coding theory]. Moscow, MIFI, FGUP ISS, 2004 (in Russian).

3. Kudrjashov B.D. Teoriya informatsii. Uchebnik dlya vuzov [Information theory. Textbook for universities.]. SPb., Piter Publ., 2009. 178 p. (in Russian).

4. Jianjia Pan. Edge Detection Combining Wavelet Transform and Canny Operator Based on Fusion Rules. International Conference on Wavelet Analysis and Pattern Recognition, Baoding. 2009. P. 324–328.

5. Jun Li. A Wavelet Approach to Edge Detection: a thesis to The Department of Mathematics and Statistics in partial fulfillment of the requirements for the degree of Master of Science in the subject of Mathematics. Hunt sville Publ., Texas, 2003. 80 p.

6. Kisіl' І.S. Metrologіya, tochnіst' і nadіynіst' zasobіv vimіryuvan': navch. posіbnik [Metrology, precision and reliability of measurement methods]. Іvano-Frankovs'k, Fakel Publ., 2000. 400 p. (in Ukrainian).

7. Dushin V.K. Teoreticheskiye osnovy informatsionnyh processov i sistem: uchebnik dlya studentov vuzov [Theoretical basis of informational processes and systems: textbook for university students. 4 -th edition.]. 4-e izd. Moscow, Dashkov i K Publ, 2010. (in Russian).

8. Nedel'Ko S.V., Nedel'ko V.M. Finding the relationship between a search algorithm and a class of functions on discrete space by exhaustive search. Information Theories & Applications. 2007. Vol. 14. P. 339–343.

9. Ventcel' E.S. Teoriya veroyatnostej i eyo inzhenernye prilozheniya: ucheb. posobie dlya vuzov [Probability theory and it ingeneering applications: textbook for universities]. Moscow, Vyssh. shk. Publ., 2000. 480 p. (in Russian).

10. Malahov A.N. Kumulyantnyj analiz sluchajnykh negaussovykh processov i ikh preobrazovanij [Cumulative analysis of stochastic nongauss processes and their transformations]. Moscow, Sov. radio Publ., 1978. 376 p. (in Russian).

11. Spravochnik po teorii veroyatnostej i matematicheskoj statistike [Reference book for probability theory and mathematical statistics]. pod red. V.S. Koroljuka. Kiev, Naukova dumka Publ., 1978. 584 p. (in Russian).

12. Levin B.R. Teoreticheskiye osnovy statisticheskoj radiotekhniki: v 3 kn. Kn. vtoraya [Theoretical basis of statistical radiotechnics]. Moscow, Sov. radio Publ., 1975. 392 p. (in Russian).

13. Metrologіchne zabezpechennya vimіryuvan' і kontrolyu: navch. posіb [Methodical providing for measurements and control: textbook]. Є.T. Volodars'kij, V.V. Kuharchuk, V.O. Podzharenko, G.B. Serdjuk. Vіnnicja, Veles Publ., 2001. 219 p. (in Ukrainian).

14. Efron B., Tibshirani R. Improvements on cross-validation J. Amer. Stat. Assotiation. 1997. Vol. 92, no 438. Pp. 548–560.

15. Shapov P.F. [Synthesis of two-dimensional diagnostic parameters at the variance-covariance analysis of threedimensional veyvlet-transformations of vibrosignals]. Іnformacіjnі tehnologії ta komp’yuterna іnzhenerіya. 2013. № 3. Pp. 69–75 (in Russian).

16. Migushenko R.P. [Optimization of diagnostic parameters space at veyvlet-transformations of vibrosignals] Vestnik BGTU im. Shuhova. Belgorod. 2014. № 3. Pp. 153–157 (in Russian).

17. Migushenko R.P. [Structurally algorithmic optimization of vibrodiagnostics systems by the minimum of prob ability error criterion] Metrologіya і prilady. 2014. № 1. Pp. 168–171 (in Ukrainian).

18. Migushenko R.P. [Control of the dynamic objects state by singleparameter test statistician] Vestnik Kazakhskoj akademii transporta i kommunikacij im. Tynyshpayeva. Almaty, 2014. № 2 (87). Pp. 23–28 (in Russian).


Review

For citations:


Shchapov P.F., Miguschenko R.P. SYNTHESIS OF INFORMATION MODEL FOR ALTERNATIVE FUNCTIONAL DIAGNOSTICS PROCEDURE. Devices and Methods of Measurements. 2014;(2):94-100. (In Russ.)

Views: 757


Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.


ISSN 2220-9506 (Print)
ISSN 2414-0473 (Online)