Estimation of influence of correlated non-Gaussian noise on measuring accuracy of signal information parameters
- Authors: Artyushenko V.1, Volovach V.2, Budilov V.2
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Affiliations:
- Технологический университет
- Поволжский государственный университет сервиса
- Issue: Vol 21, No 2 (2018)
- Pages: 30-38
- Section: Articles
- URL: https://journals.ssau.ru/pwp/article/view/7033
- ID: 7033
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Abstract
The potential measuring accuracy of the signal information parameters on background of non-Gaussian correlated additive and multiplicative noise in short range conditions is estimated. It is shown that the accuracy of measuring of signal parameters increases with increasing difference between the probability density distribution of the estimated parameter and the influencing noise from the Gaussian one. It is noted that the increase in the correlation coefficient leads to increase in the generalized signal-to-noise ratio and the accuracy of measurement of information parameters. It is shown that the multiplicative noise leads to bias of the estimated parameters of motion, and accounting the bias allows you to move to unbiased estimates.
About the authors
V.M. Artyushenko
Технологический университет
Author for correspondence.
Email: artuschenko@mail.ru
V.I. Volovach
Поволжский государственный университет сервиса
Email: volovach.vi@mail.ru
V.N. Budilov
Поволжский государственный университет сервиса
Email: neuropower@yandex.ru