Koliadin V. Synthesis of nonparametric procedures for secondary data processing in radiosystems on the basis of non-classical statistical methods

Українська версія

Thesis for the degree of Doctor of Science (DSc)

State registration number

0506U000225

Applicant for

Specialization

  • 05.12.17 - Радіотехнічні та телевізійні системи

31-03-2006

Specialized Academic Board

Д 64.062.07

National Aerospace University "Kharkiv Aviation Institute"

Essay

Signals, fields and images registered by radio-systems. Development of a theory and methodology of synthesis of nonparametric procedures for secondary data processing in radio-systems on the basis of non-classical methods of statistics. The methods of research are non-classical statistical methods, methods of nonlinear filtration, statistical simulation. A new theory of nonparametric synthesis of robust procedures for secondary processing of measurements is developed on the basis of bootstrap-methods of statistics. New methods for synthesis of robust procedures for estimation, filtration and hypotheses testing in radio-systems are developed, investigated and tested. The results are implemented as algorithms and recommendations. The application area is radio- and other measurement systems.

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