On localization of source by hidden Gaussian processes with small noise

Kutoyants Yury A.

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On localization of source by hidden Gaussian processes with small noise

机译：关于小噪声隐藏高斯过程的源头本地化

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摘要

We consider the problem of identification of the position of some source by observations ofKdetectors receiving signals from this source. The time of arriving of the signal to thek-th detector depends of the distance between this detector and the source. The signals are observed in the presence of small Gaussian noise. The properties of the MLE and Bayesian estimators are studied in the asymptotic of small noise.

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《Annals of the Institute of Statistical Mathematics》 |2021年第4期|共32页
作者
Kutoyants Yury A.;
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作者单位

Le Mans Univ Ave O Messiaen F-72000 Le Mans France;

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原文格式 PDF
正文语种 eng
中图分类数理统计;
关键词
Partially observed linear system; Parameter estimation; Hidden process; Small noise; MLE; BE;

机译：部分观察到的线性系统;参数估计;隐藏过程;小噪音;mle;是;

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On localization of source by hidden Gaussian processes with small noise

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