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Wyszukujesz frazę "mean square estimator" wg kryterium: Temat


Tytuł:
Badanie własności wybranej charakterystyki sygnału sinusoidalnego wyznaczanej na podstawie sześciu próbek sygnału
Study of selected sinusoidal signal characteristic obtained from six signal samples
Autorzy:
Sienkowski, S.
Krajewski, M.
Powiązania:
https://bibliotekanauki.pl/articles/158483.pdf
Data publikacji:
2014
Wydawca:
Stowarzyszenie Inżynierów i Techników Mechaników Polskich
Tematy:
sześć próbkek sygnału
funkcja autokorelacji
wartość średniokwadratowa
six signal samples
autocorrelation function
mean square estimator
Opis:
W artykule przedstawiono wyniki badania własności wybranej charakterystyki sygnału sinusoidalnego wyznaczanej na podstawie możliwie najmniejszej liczby próbek sygnału. Do badań zastosowano funkcję autokorelacji sygnału. Pokazano, że do wyznaczania wartości funkcji autokorelacji wystarczy sześć próbek sygnału oraz, że podczas obliczania wartości funkcji autokorelacji odpowiedni dobór parametrów sygnału powoduje wyeliminowanie skutków operacji kwantowania.
This paper presents the results of a research of the selected sinusoidal signal characteristic obtained from the smallest possible number of the signal samples. Research was carried out using the autocorrelation function. It was shown that the values of the autocorrelation function can be determined on the basis of six signal samples. It was also shown that the appropriate selection of the signal parameters eliminates the effects of quantization. Chapter 1 provides basic information on the reasons for study of the autocorrelation function properties. In Chapter 2 the results of the theoretical study were presented. Th. 1 deals with the determination of the sinusoidal signal autocorrelation function and her estimator, when M >> 1, where M is the number of samples. Eq. (1) describes the relation between the number of samples and the delay times of the autocorrelation function. Eq. (3) presents the autocorrelation function estimator. In the second Theorem, it has been shown that, to determine the autocorrelation function values can be used only six sinusoidal signal samples. In the next part of Chapter 2 the third Theorem has been presented. It has been shown that if the initial phase of the signal is equal to (...)/2, then the effects of quantization are eliminated. In Chapter 3 the results of the experimental research were presented. Eq. (22) and (23) describes the mean of the mean square estimator obtained on the basis the autocorrelation function. In Fig. 1 the eq. (22) and (23) have been shown.
Źródło:
Pomiary Automatyka Kontrola; 2014, R. 60, nr 11, 11; 948-950
0032-4140
Pojawia się w:
Pomiary Automatyka Kontrola
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Wspomagana komputerowo analiza obciążenia estymatora wartości średniokwadratowej sygnału sinusoidalnego
Computer analysis of bias of the mean square value estimator for sinusoidal signal
Autorzy:
Sienkowski, S.
Powiązania:
https://bibliotekanauki.pl/articles/158363.pdf
Data publikacji:
2007
Wydawca:
Stowarzyszenie Inżynierów i Techników Mechaników Polskich
Tematy:
wartość średniokwadratowa
obciążenie estymatora wartości średniokwadratowej
mean square value
bias of the mean square value estimator
Opis:
W referacie przedstawiono przykłady wspomaganych komputerowo obliczeń obciążenia estymatorów wartości średniokwadratowej otrzymanych metodą bezpośrednią i na podstawie widma amplitudowego.
This paper presents computer calculations of bias of the mean square value estimators calculated by the direct method and on the basis of the amplitude spectrum.
Źródło:
Pomiary Automatyka Kontrola; 2007, R. 53, nr 9 bis, 9 bis; 97-100
0032-4140
Pojawia się w:
Pomiary Automatyka Kontrola
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
FPGA Implementation of Sphere Detector for Spatial Multiplexing MIMO System
Autorzy:
Mohamed, Asma
Zekry, Abdel Halim
Ibrahim, Reem
Powiązania:
https://bibliotekanauki.pl/articles/963839.pdf
Data publikacji:
2019
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
multiple input multiple output (MIMO)
Spatial Multiplexing(SM)
zero-forcing (ZF)
Minimum Mean Square Estimator (MMSE)
Sorted QR Decomposition (SQRD)
Sphere Decoder (SD)
Opis:
Multiple Input Multiple Output (MIMO (techniques use multiple antennas at both transmitter and receiver for increasing the channel reliability and enhancing the spectral efficiency of wireless communication system.MIMO Spatial Multiplexing (SM) is a technology that can increase the channel capacity without additional spectral resources. The implementation of MIMO detection techniques become a difficult mission as the computational complexity increases with the number of transmitting antenna and constellation size. So designing detection techniques that can recover transmitted signals from Spatial Multiplexing (SM) MIMO with reduced complexity and high performance is challenging. In this survey, the general model of MIMO communication system is presented in addition to multiple MIMO Spatial Multiplexing (SM) detection techniques. These detection techniques are divided into different categories, such as linear detection, Non-linear detection and tree-search detection. Detailed discussions on the advantages and disadvantages of each detection algorithm are introduced. Hardware implementation of Sphere Decoder (SD) algorithm using VHDL/FPGA is also presented.
Źródło:
International Journal of Electronics and Telecommunications; 2019, 65, 2; 245-252
2300-1933
Pojawia się w:
International Journal of Electronics and Telecommunications
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
On Fourier coefficient estimators consistent in the mean-square sense
Autorzy:
Popiński, Waldemar
Powiązania:
https://bibliotekanauki.pl/articles/1340627.pdf
Data publikacji:
1994
Wydawca:
Polska Akademia Nauk. Instytut Matematyczny PAN
Tematy:
unbiasedness
consistent estimator
Fourier coefficients
mean-square error
Opis:
The properties of two recursive estimators of the Fourier coefficients of a regression function $f \in L^2[a,b]$ with respect to a complete orthonormal system of bounded functions (e_k) , k=1,2,..., are considered in the case of the observation model $y_i = f(x_i) + η_i$, i=1,...,n , where $η_i$ are independent random variables with zero mean and finite variance, $x_i \in [a,b] \subset {\sym R}^1$, i=1,...,n, form a random sample from a distribution with density ϱ =1/(b-a) (uniform distribution) and are independent of the errors $η_i$, i=1,...,n . Unbiasedness and mean-square consistency of the examined estimators are proved and their mean-square errors are compared.
Źródło:
Applicationes Mathematicae; 1993-1995, 22, 2; 275-284
1233-7234
Pojawia się w:
Applicationes Mathematicae
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
An improved ridge type estimator for logistic regression
Autorzy:
Varathan, Nagarajah
Powiązania:
https://bibliotekanauki.pl/articles/2108296.pdf
Data publikacji:
2022-09-14
Wydawca:
Główny Urząd Statystyczny
Tematy:
Logistic Regression
Multicollinearity
ridge estimator
Modified almost unbiased ridge logistic estimator
Mean square error
Opis:
In this paper, an improved ridge type estimator is introduced to overcome the effect of multicollinearity in logistic regression. The proposed estimator is called a modified almost unbiased ridge logistic estimator. It is obtained by combining the ridge estimator and the almost unbiased ridge estimator. In order to asses the superiority of the proposed estimator over the existing estimators, theoretical comparisons based on the mean square error and the scalar mean square error criterion are presented. A Monte Carlo simulation study is carried out to compare the performance of the proposed estimator with the existing ones. Finally, a real data example is provided to support the findings.
Źródło:
Statistics in Transition new series; 2022, 23, 3; 113-126
1234-7655
Pojawia się w:
Statistics in Transition new series
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Some classes of modified ratio type estimators in sample surveys
Autorzy:
Swain, A. K. P. C.
Das, Manjula
Powiązania:
https://bibliotekanauki.pl/articles/466061.pdf
Data publikacji:
2015
Wydawca:
Główny Urząd Statystyczny
Tematy:
ratio type estimator
simple random sampling
bias
mean square error
efficiency
Opis:
In this paper some classes of modified ratio type estimators with additive and multiplicative adjustments made to the simple mean per unit estimator and classical ratio estimator are suggested to obtain more efficient ratio type estimators compared to the classical one. Their biases and mean square errors are obtained and compared with first order approximations.
Źródło:
Statistics in Transition new series; 2015, 16, 1; 37-52
1234-7655
Pojawia się w:
Statistics in Transition new series
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
A comparative study of a class of direct estimators for domain mean with a direct ratio estimator for domain mean using auxiliary character
Autorzy:
Khare, Brij Behari
Ashutosh, Ashutosh
Rai, Piyush Kant
Powiązania:
https://bibliotekanauki.pl/articles/1054559.pdf
Data publikacji:
2021-06-04
Wydawca:
Główny Urząd Statystyczny
Tematy:
domain
auxiliary character
direct ratio estimator
class of estimators
mean square error (MSE)
Opis:
Estimation techniques for a domain parameter play a very significant role in the theory of sample surveys. In the recent years many advanced methodologies have been developed for domain estimation. In particular, direct and synthetic estimators are applied for the estimation of domain mean in the government and private sectors under certain assumptions as to the size of the samples relating to particular domains. The findings demonstrate that the direct estimator fails to perform more efficiently as compared to the synthetic estimator when reliable units are not directly accessible in the studied domains. Moreover, due to the fact that small units belong to the sample of the studied domain, the direct estimator produces an unacceptably large standard error. In contrast, if a sufficient number of units are available in the studied domain, the direct estimator produces effective results. This paper presents the theoretical aspects of the proposed class of direct estimators for domain mean with the use of a single auxiliary character, compared with an existing direct ratio estimator for domain mean (given in section 3.2). In addition, an empirical study has been provided to support the validity of the proposed estimators. The findings prove that the proposed estimators outperform the direct ratio estimator for domain mean using a single auxiliary character in the case of two studied populations and their analysed domains considered from Sarndal et al. (1992).
Źródło:
Statistics in Transition new series; 2021, 22, 2; 189-200
1234-7655
Pojawia się w:
Statistics in Transition new series
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Chain Ratio Estimator for the Population Mean in the Presence of Non-Response
Autorzy:
Khare, B. B.
Srivastava, U.
Kumar, K.
Powiązania:
https://bibliotekanauki.pl/articles/465661.pdf
Data publikacji:
2012
Wydawca:
Główny Urząd Statystyczny
Tematy:
chain ratio type estimator
preliminary sample
bias
mean square error
non-response
additional auxiliary variable
Opis:
In this paper we have proposed two chain ratio type estimators for population mean using two auxiliary variables in the presence of non-response. The proposed estimators have been found to be more efficient than the relevant estimators for the fixed values of preliminary sample of size n′and subsample of size n(
Źródło:
Statistics in Transition new series; 2012, 13, 3; 495-518
1234-7655
Pojawia się w:
Statistics in Transition new series
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Interval shrinkage estimation of the parameter of exponential distribution in the presence of outliers under loss functions
Autorzy:
Nasiri, Parviz
Powiązania:
https://bibliotekanauki.pl/articles/2108120.pdf
Data publikacji:
2022-09-14
Wydawca:
Główny Urząd Statystyczny
Tematy:
interval information
mean square error
shrinkage estimator
exponential distribution
uniform distribution
outliers
Linex loss function
Opis:
In this paper, we studied estimators based on an interval shrinkage with equal weights point shrinkage estimators for all individual target points θ¯ ∈ (θ0, θ1) for exponentially distributed observations in the presence of outliers drawn from a uniform distribution. Estimators obtained from both shrinkage and interval shrinkage were compared, showing that the estimators obtained via the interval shrinkage method perform better. Symmetric and asymmetric loss functions were also used to calculate the estimators. Finally, a numerical study and illustrative examples were provided to describe the results.
Źródło:
Statistics in Transition new series; 2022, 23, 3; 65-78
1234-7655
Pojawia się w:
Statistics in Transition new series
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Ratio-To-Regression Estimator In Successive Sampling Using One Auxiliary Variable
Autorzy:
Ralte, Zoramthanga
Das, Gitasree
Powiązania:
https://bibliotekanauki.pl/articles/973550.pdf
Data publikacji:
2015
Wydawca:
Główny Urząd Statystyczny
Tematy:
ratio-to-regression estimator
auxiliary variable
successive sampling
bias
mean square error
optimum replacement policy
Opis:
The problem of estimation of finite population mean on the current occasion based on the samples selected over two occasions has been considered. In this paper, first a chain ratio-to-regression estimator was proposed to estimate the population mean on the current occasion in two-occasion successive (rotation) sampling using only the matched part and one auxiliary variable, which is available in both the occasions. The bias and mean square error of the proposed estimator is obtained. We proposed another estimator, which is a linear combination of the means of the matched and unmatched portion of the sample on the second occasion. The bias and mean square error of this combined estimator is also obtained. The optimum mean square error of this combined estimator was compared with (i) the optimum mean square error of the estimator proposed by Singh (2005) (ii) mean per unit estimator and (iii) combined estimator suggested by Cochran (1977) when no auxiliary information is used on any occasion. Comparisons are made both analytically as well as empirically by using real life data.
Źródło:
Statistics in Transition new series; 2015, 16, 2; 183-202
1234-7655
Pojawia się w:
Statistics in Transition new series
Dostawca treści:
Biblioteka Nauki
Artykuł

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