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In this paper, we apply SIC to regularization learning and use it for: (a) choosing the optimal regularization term and regularization parameter from the given candidates; (b) obtaining the closed form of the optimal regularization parameter for a fixed regularization term.
In this article, the performance of cognitive RSS-WLS algorithm which is an important linear spatial hole estimation algorithm in CR systems has been analyzed by obtaining the closed form expression for mean and covariance of its estimation.
In this article, the performance of cognitive RSS-WLS approach of [4] in an AWGN channel has been analyzed by obtaining the closed form expression for mean and covariance of its estimation error and comparing it with CRLB. in this article, first CRLB of RSS-based algorithms for CR setup in an AWGN channel, is obtained.
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When the pendulum structure is subjected to a single harmonic excitation, the effective damping of Coriolis force is used with the second-order approximations to obtain the closed forms of optimal parameters of the DVA.
we obtain the closed form (3.16).
From the elliptical model, we can obtain the closed interval of the skin region.
They obtained the closed form of a series solution in the form u ( t ) = e t.
Further, Kim and Hu [24] obtained the closed formula of sums of products of any number of Apostol-Bernoulli numbers by expressing the sums of products of the Apostol-Bernoulli polynomials in terms of the special values of multiple Hurwitz-Lerch zeta functions at non-positive integers.
To obtain the closed state, we first aligned the Kv7.1 open-state model with KcsA (PDB ID code 1K4C) by superposing the selectivity filter and the pore helix of the two structures, as performed by Long et al [13].
This quantity is used to obtain the closed forms of the probabilities ℙ(C1), ℙ(C2), and ℙ(C12) (Equations 1, 9, and 10).
When the number of states \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\mathbf {s}^i$$\end{document} s i are finite, it is possible to obtain the closed form solution of the CME in (8).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com