Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao zbMATH Openarrow_drop_down
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
zbMATH Open
Article
Data sources: zbMATH Open
versions View all 2 versions
addClaim

Parameter Estimation for Waveforms in Additive Gaussian Noise

Parameter estimation for waveforms in additive Gaussian noise
Authors: Swerling, P.;

Parameter Estimation for Waveforms in Additive Gaussian Noise

Abstract

A stochastic process \(z(t)\) is observed over a given interval of time, where \(z(t) = x(t) + F(t,\xi)\), \(\xi\) is an unknown parameter, \(F(t,\xi)\) a real-valued function of time \(t\) and \(x(t)\) is a Gaussian process with known covariance function \(\psi_x(s, t)\). Estimates of a parameter \(f(\xi)\) are considered. \(z(t)\) is written in the form \(\sum z_\nu \psi_\nu(t) \chi_\nu^{-\frac12}\), where \(z_1, z_2,\ldots\) are observable coordinates which are independent and normally distributed with variance 1, and \(\psi_\nu\), and \(\chi_\nu\) are eigenfunctions and eigenvalues of the homogeneous integral equation with nucleus \(\psi_x(s,t)\). The object of the paper is for a chosen \(\xi_0\) to find greatest lower bounds for \(E [\varphi - f(\xi_0)]^2\) under variation of \(\varphi\) subject to \(E \varphi = f(\xi)\) for all \(\xi\). Application is made of a technique due to \textit{E. W. Barankin} (this Zbl. 34, 230) for construction of the lower bound. Two special cases are studied, (i) \(F(t,\xi)) = \alpha F(t - \tau)\) with amplitude \(\alpha\) and time-delay \(\tau\) subject to estimation, and (ii) \(F(t,\xi) = e^{\xi/2} F(e^\xi t)\) with the ``Doppler shift'' subject to estimation.

Keywords

parameter estimation for waveforms, statistical estimation, Stochastic processes, greatest lower bound, variance of estimates of statistical parameters, Channel models (including quantum) in information and communication theory, Inference from stochastic processes and prediction, additive Gaussian noise

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    42
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 1%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
42
Top 10%
Top 1%
Average
Upload OA version
Are you the author of this publication? Upload your Open Access version to Zenodo!
It’s fast and easy, just two clicks!