MATEC Web Conf.
Volume 226, 2018XIV International Scientific-Technical Conference “Dynamic of Technical Systems” (DTS-2018)
|Number of page(s)||4|
|Section||5 Cognitive methods of heterogeneous data analysis (collection, processing of digital signals in the presence of the noise, including intelligent analytical systems)|
|Published online||07 November 2018|
Methods of substitution detected anomalous values in the realization of a random process
Don State Technical University, 346500 Shakhty, Russia
* Corresponding author: firstname.lastname@example.org
The paper considers a proposed method of detecting anomalous values in the realization of a random process in case of a limited amount of a priori information about the statistical characteristics of the noise component. A new approach is proposed to replace the detected anomalous values, which does not introduce a correlation relation into the results of the output pro-cessed random process.
© The Authors, published by EDP Sciences, 2018
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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