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Information × Registration Number 0223U005113, 0122U201835 , R & D reports Title Models, methods and tools of joint signal detection and parameters estimation in non-Gaussian noise popup.stage_title Head Palahina Olena A., к.т.н. Registration Date 14-12-2023 Organization Cherkasy State Technological University popup.description2  The purpose of the work is the synthesis and analysis of methods for the joint signal detection and estimation of their parameters in non-Gaussian noise using the moment-cumulant description of random variables and stochastic power polynomials for the synthesis of effective algorithms and computer tools for the functioning of data processing systems. As part of the work, the problem was studied and high-quality signal processing systems were synthesized, which simultaneously signals detection and parameter estimation in non-gaussian noise. To create parametric algorithms for the processing of random processes, the use of the moment-cumulant approach to their description is proposed. New models of the interaction of useful signals and non-Gaussian random variables of various types have been synthesized. New models made it possible to create new methods of processing random signals with better performance compared to known methods. The object of research is the processes of the joint signal detection and estimation of their parameters in non-Gaussian noise of various types and types. The subject of the research are mathematical models of the additive mixture of the useful signal and non-Gaussian noise, based on the moment-cumulant description, and computational methods of their numerical and computer implementation. Product Description popup.authors Vorobkalo Oleksii K Honcharov Artem V Zorin Oleksandr S Liubchyk Yaroslav S Palahin Volodymyr V Palahina Olena A Riasyk Viktor S Samsonenko Vadym D Smirnov Daniil O Chepynoha Valentyn V popup.nrat_date 2023-12-14 Close