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Journal Radioengineering №3 for 2015 г.
Article in number:
The Bayesian approach to synthesis of radar-tracking supervision algorithms
Keywords: radar-tracking supervision a Bayesian risk inverse probability information distance detection measurement location
Authors:
V.I. Proskurin - Ph. D. (Eng.), RC (Tver) CRI ADF of Russian Defence Ministry
Abstract:
It is developed a Bayesian approach to radar information processing and Radar-tracking supervision algorithms synthesis. It is shown that at use of Kullback-Leibler information of distance as Bayes risk function optimum algorithms are reduced to calculation posterior assessments or anatropic probability of parametres of conditions. At Gaussian posterior probability appriximation algorithms are directed to calculate the maximum likelihood estimation and Fisher\'s information template. For this case recurrent specification formulas for the data affiliation are yielded. The received schema of algorithm of supervision is applicable to radar systems of various phylum and is scaled on multistatic systems where the received general algorithm defines functions of separate receiving sites and a mean of affiliation of the information received by them.
Pages: 84-90
References

 

  1. Repin V.G., Tartakovskijj G.P. Statisticheskijj sintez pri apriornojj neopredelennosti i adaptacija informacionnykh sistem. M.: Sov. radio. 1977.
  2. Van Tris G. Teorija obnaruzhenija, ocenok i moduljacii. M.: Radio i svjaz. 1972. T. 1.
  3. Bolshakov I.A. Statisticheskie problemy vydelenija potoka signalov iz shuma. M.: Sov. radio. 1969.
  4. Bakut P.A., ZHulina JU.V., Ivanchuk N.A. Obnaruzhenie dvizhushhikhsja obektov. M.: Sov. radio. 1980.
  5. Stratonovich R.L. Principy adaptivnogo priema. M.: Sov. radio. 1973.
  6. Sosulin JU.G. Teorija obnaruzhenija i ocenivanija stokhasticheskikh signalov. M.: Sov. radio. 1978.
  7. Akimov P.S., Bakut P.A., Bogdanovich V.A. Teorija obnaruzhenija signalov / Pod red. P.A. Bakuta. M.: Radio i svjaz. 1984.
  8. CHencov N.N. Statisticheskie reshajushhie pravila i optimalnye vyvody. M.: Nauka. 1972.
  9. Blekuehll D., Girshik M.A. Teorija igr i statisticheskikh reshenijj. M.: In. Lit. 1959.
  10. Zaks SH. Teorija statisticheskikh vyvodov. M.: Mir. 1975.
  11. Ibragimov I.A., KHasminskijj R.Z. Asimptoticheskaja teorija ocenivanija. M.: Nauka. 1979.
  12. Woodward P.M. and Davies I.L. A Theory of Radar Information // Phil. Mag. 1950. V. 41. № Oct. P. 1001−1017.
  13. Vudvord F.M. Teorija verojatnostejj i teorija informacii s primenenijami v radiolokacii / Pod red. G.S. Gorelika. Per. s angl. S.I. Borovickogo. M.: Sov.radio. 1955.
  14. Woodward P.M.andDavies I.L. Information Theory and Inverse Probabilitv in Telecommunication // Proc. IEEE. Pt. III. 1952. V. 99. № Mar. P. 37−44.
  15. Vudvord F.iDevis I. Principy obratnojj verojatnosti v teorii peredachi signalov // Teorija peredachi ehlektricheskikh signalov pri nalichii pomekh. Pod red. N.A. ZHeleznova. M.: In. lit-ra. 1953.
  16. Bakut P.A.i dr. Voprosy statisticheskojj teorija radiolokacii. M.: Sov.radio. 1963. T. 1.
  17. Stratonovich R.L. Teorija informacii. M.: Sov. radio. 1980.
  18. Dale J.A.AHistory of Inverse Probability: From Thomas Bayes to Karl Pearson. New York: Springer-Verlag. 1999.
  19. Moiseev N.N., Ivanilov JU.P., Stoljarova E.M. Metody optimizacii. M.: Nauka. 1978.
  20. Borovkov A.A. Matematicheskaja statistika. M.: Nauka. 1984.
  21. SHirman JA.D., Manzhos V.N. Teorija i tekhnika obrabotki radiolokacionnojj informacii na fone pomekh. M.: Radio i svjaz. 1981.
  22. Uilks S. Matematicheskaja statistika. M.: Nauka. 1967.
  23. Proskurin V.I. Statisticheski optimalnye algoritmy radiolokacionnogo nabljudenija // Radiotekhnika (Radiosistemy:KURS). 2009. № 1 (135:15). S. 96−101.
  24. Proskurin V.I. Potencialnaja razreshajushhaja sposobnost radiolokacionnojj stancii // Radiotekhnika (Radiosistemy:KURS). 2001. № 5 (51:7). S. 67−70.