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- W4386408237 abstract "This article is devoted to methods of processing random processes. Of particular relevance is the task of processing broadband non-stationary random processes. The processing of random processes is usually related to the assessment of their probabilistic characteristics. Very often, a non-stationary broadband random process is represented by a single implementation in a priori uncertainty about the type of distribution function. Such random processes occur in information and measuring communication systems in which information is transmitted at a real time pace (for example, radio telemetry systems of spacecraft). The use of methods of traditional mathematical statistics, for example, maximum likelihood methods to determine probability characteristics, in this case is not possible. The article discusses a method of processing non-stationary broadband random processes based on the use of non-parametric methods of decision theory. An algorithm for dividing the observation interval into stationary intervals using non-parametric Kendall statistics is considered, as well as methods for estimating probabilistic characteristics on the stationary interval using ordinal statistics. The article presents the results of statistical modeling using the Mathcad program." @default.
- W4386408237 created "2023-09-05" @default.
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- W4386408237 date "2023-09-05" @default.
- W4386408237 modified "2023-10-01" @default.
- W4386408237 title "Determination of the Characteristics of Non-stationary Random Processes by Non-parametric Methods of Solution Theory" @default.
- W4386408237 doi "https://doi.org/10.20944/preprints202309.0188.v1" @default.
- W4386408237 hasPublicationYear "2023" @default.
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